rm(list=ls()) library("metaSEM") akkul=matrix(c(1,-0.408,-0.337,-0.433,0.417,0.552,-0.473,-0.318,0.400,0.405,-0.380,-0.507,-0.397,-0.471,0.437,0.370,-0.424,-0.417,0.430,0.341, -0.408,1,0.536,0.423,-0.201,-0.282,0.368,0.406,-0.341,-0.318,0.351,0.415,0.275,0.414,-0.394,-0.303,0.383,0.311,-0.401,-0.353, -0.337,0.536,1,0.570,-0.265,-0.289,0.424,0.337,-0.410,-0.371,0.436,0.305,0.351,0.462,-0.252,-0.469,0.348,0.347,-0.483,-0.597, -0.433,0.423,0.570,1,-0.339,-0.311,0.387,0.330,-0.368,-0.328,0.486,0.354,0.275,0.439,-0.210,-0.370,0.322,0.309,-0.374,-0.348, 0.417,-0.201,-0.265,-0.339,1,0.456,-0.370,-0.293,0.292,0.375,-0.367,-0.479,-0.267,-0.333,0.314,0.369,-0.252,-0.246,0.339,0.395, 0.552,-0.282,-0.289,-0.311,0.456,1,-0.440,-0.450,0.350,0.555,-0.385,-0.338,-0.382,-0.367,0.377,0.481,-0.344,-0.416,0.472,0.460, -0.473,0.368,0.424,0.387,-0.370,-0.440,1,0.386,-0.336,-0.425,0.453,0.382,0.338,0.425,-0.344,-0.349,0.514,0.323,-0.451,-0.360, 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0.437,-0.394,-0.252,-0.210,0.314,0.377,-0.344,-0.328,0.364,0.419,-0.330,-0.301,-0.206,-0.402,1,0.340,-0.315,-0.409,0.592,0.383, 0.370,-0.303,-0.469,-0.370,0.369,0.481,-0.349,-0.296,0.267,0.529,-0.252,-0.251,-0.394,-0.385,0.340,1,-0.334,-0.349,0.525,0.630, -0.424,0.383,0.348,0.322,-0.252,-0.344,0.514,0.401,-0.378,-0.427,0.428,0.413,0.233,0.377,-0.315,-0.334,1,0.374,-0.442,-0.401, -0.417,0.311,0.347,0.309,-0.246,-0.416,0.323,0.415,-0.330,-0.360,0.383,0.305,0.397,0.528,-0.409,-0.349,0.374,1,-0.277,-0.350, 0.430,-0.401,-0.483,-0.374,0.339,0.472,-0.451,-0.335,0.452,0.705,-0.486,-0.299,-0.350,-0.389,0.592,0.525,-0.442,-0.277,1,0.747, 0.341,-0.353,-0.597,-0.348,0.395,0.460,-0.360,-0.303,0.413,0.497,-0.451,-0.348,-0.478,-0.475,0.383,0.630,-0.401,-0.350,0.747,1), 20,20) tumkaya=matrix(c(1,-0.309,-0.202,0.202,0.350,0.399,-0.209,-0.179,0.333,0.331,-0.243,-0.198,-0.174,-0.412,0.316,0.295,-0.287,-0.323,0.280,0.291, 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0.333,-0.187,-0.180,0.277,0.267,0.309,-0.204,-0.187,1,0.410,-0.384,-0.253,-0.167,-0.397,0.438,0.414,-0.345,-0.341,0.374,0.380, 0.331,-0.285,-0.209,0.203,0.350,0.357,-0.293,-0.239,0.410,1,-0.248,-0.214,-0.089,-0.324,0.261,0.457,-0.359,-0.285,0.497,0.471, -0.243,0.311,0.298,-0.257,-0.246,-0.213,0.249,0.300,-0.384,-0.248,1,0.208,0.079,0.547,-0.250,-0.386,0.569,0.402,-0.352,-0.373, -0.198,0.269,0.164,-0.121,-0.270,-0.180,0.269,0.182,-0.253,-0.214,0.208,1,0.182,0.357,-0.256,-0.209,0.318,0.309,-0.220,-0.230, -0.174,0.104,0.093,-0.062,-0.141,-0.112,0.195,0.156,-0.167,-0.089,0.079,0.182,1,0.159,-0.147,-0.172,0.116,0.141,-0.219,-0.249, -0.412,0.375,0.319,-0.270,-0.404,-0.326,0.354,0.258,-0.397,-0.324,0.547,0.357,0.159,1,-0.337,-0.435,0.593,0.485,-0.427,-0.406, 0.316,-0.241,-0.189,0.220,0.305,0.307,-0.187,-0.168,0.438,0.261,-0.250,-0.256,-0.147,-0.337,1,0.392,-0.375,-0.315,0.390,0.313, 0.295,-0.327,-0.280,0.222,0.324,0.322,-0.241,-0.228,0.414,0.457,-0.386,-0.209,-0.172,-0.435,0.392,1,-0.382,-0.374,0.480,0.545, -0.287,0.364,0.311,-0.261,-0.334,-0.216,0.335,0.279,-0.345,-0.359,0.569,0.318,0.116,0.593,-0.375,-0.382,1,0.478,-0.496,-0.395, -0.323,0.309,0.273,-0.192,-0.272,-0.259,0.361,0.288,-0.341,-0.285,0.402,0.309,0.141,0.485,-0.315,-0.374,0.478,1,-0.387,-0.427, 0.280,-0.352,-0.277,0.223,0.342,0.337,-0.310,-0.241,0.374,0.497,-0.352,-0.220,-0.219,-0.427,0.390,0.480,-0.496,-0.387,1,0.730, 0.291,-0.309,-0.275,0.255,0.290,0.319,-0.291,-0.225,0.380,0.471,-0.373,-0.230,-0.249,-0.406,0.313,0.545,-0.395,-0.427,0.730,1), 20,20) civitci=matrix(c(1,-0.309,-0.202,0.202,0.350,0.399,-0.209,-0.179,0.333,0.331,-0.243,-0.198,-0.174,-0.412,0.316,0.295,-0.287,-0.323,0.280,0.291, -0.309,1,0.450,-0.154,-0.315,-0.211,0.335,0.240,-0.187,-0.285,0.311,0.269,0.104,0.375,-0.241,-0.327,0.364,0.309,-0.352,-0.309, -0.202,0.450,1,-0.136,-0.206,-0.178,0.253,0.251,-0.180,-0.209,0.298,0.164,0.093,0.319,-0.189,-0.280,0.311,0.273,-0.277,-0.275, 0.202,-0.154,-0.136,1,0.285,0.185,-0.120,-0.104,0.277,0.203,-0.257,-0.121,-0.062,-0.270,0.220,0.222,-0.261,-0.192,0.223,0.255, 0.350,-0.315,-0.206,0.285,1,0.458,-0.329,-0.223,0.267,0.350,-0.246,-0.270,-0.141,-0.404,0.305,0.324,-0.334,-0.272,0.342,0.290, 0.399,-0.211,-0.178,0.185,0.458,1,-0.194,-0.182,0.309,0.357,-0.213,-0.180,-0.112,-0.326,0.307,0.322,-0.216,-0.259,0.337,0.319, -0.209,0.335,0.253,-0.120,-0.329,-0.194,1,0.302,-0.204,-0.293,0.249,0.269,0.195,0.354,-0.187,-0.241,0.335,0.361,-0.310,-0.291, -0.179,0.240,0.251,-0.104,-0.223,-0.182,0.302,1,-0.187,-0.239,0.300,0.182,0.156,0.258,-0.168,-0.228,0.279,0.288,-0.241,-0.225, 0.333,-0.187,-0.180,0.277,0.267,0.309,-0.204,-0.187,1,0.410,-0.384,-0.253,-0.167,-0.397,0.438,0.414,-0.345,-0.341,0.374,0.380, 0.331,-0.285,-0.209,0.203,0.350,0.357,-0.293,-0.239,0.410,1,-0.248,-0.214,-0.089,-0.324,0.261,0.457,-0.359,-0.285,0.497,0.471, -0.243,0.311,0.298,-0.257,-0.246,-0.213,0.249,0.300,-0.384,-0.248,1,0.208,0.079,0.547,-0.250,-0.386,0.569,0.402,-0.352,-0.373, -0.198,0.269,0.164,-0.121,-0.270,-0.180,0.269,0.182,-0.253,-0.214,0.208,1,0.182,0.357,-0.256,-0.209,0.318,0.309,-0.220,-0.230, -0.174,0.104,0.093,-0.062,-0.141,-0.112,0.195,0.156,-0.167,-0.089,0.079,0.182,1,0.159,-0.147,-0.172,0.116,0.141,-0.219,-0.249, -0.412,0.375,0.319,-0.270,-0.404,-0.326,0.354,0.258,-0.397,-0.324,0.547,0.357,0.159,1,-0.337,-0.435,0.593,0.485,-0.427,-0.406, 0.316,-0.241,-0.189,0.220,0.305,0.307,-0.187,-0.168,0.438,0.261,-0.250,-0.256,-0.147,-0.337,1,0.392,-0.375,-0.315,0.390,0.313, 0.295,-0.327,-0.280,0.222,0.324,0.322,-0.241,-0.228,0.414,0.457,-0.386,-0.209,-0.172,-0.435,0.392,1,-0.382,-0.374,0.480,0.545, -0.287,0.364,0.311,-0.261,-0.334,-0.216,0.335,0.279,-0.345,-0.359,0.569,0.318,0.116,0.593,-0.375,-0.382,1,0.478,-0.496,-0.395, -0.323,0.309,0.273,-0.192,-0.272,-0.259,0.361,0.288,-0.341,-0.285,0.402,0.309,0.141,0.485,-0.315,-0.374,0.478,1,-0.387,-0.427, 0.280,-0.352,-0.277,0.223,0.342,0.337,-0.310,-0.241,0.374,0.497,-0.352,-0.220,-0.219,-0.427,0.390,0.480,-0.496,-0.387,1,0.730, 0.291,-0.309,-0.275,0.255,0.290,0.319,-0.291,-0.225,0.380,0.471,-0.373,-0.230,-0.249,-0.406,0.313,0.545,-0.395,-0.427,0.730,1), 20,20) karaoglu=matrix(c(1,0.257,0.137,0.104,0.313,0.264,0.186,0.168,0.091,0.120,0.235,0.153,0.078,0.256,0.163,0.242,0.106,0.208,0.213,0.238, 0.257,1,0.280,0.038,0.175,0.219,0.265,0.327,0.113,0.191,0.332,0.244,0.178,0.274,0.147,0.202,0.212,0.342,0.281,0.326, 0.137,0.280,1,0.060,0.134,0.163,0.322,0.213,0.118,0.181,0.183,0.143,0.210,0.214,0.130,0.146,0.170,0.296,0.268,0.305, 0.104,0.038,0.060,1,0.041,0.069,-0.007,-0.002,0.044,0.098,0.035,-0.015,-0.024,0.010,0.090,0.096,0.016,0.010,-0.002,0.026, 0.313,0.175,0.134,0.041,1,0.330,0.169,0.121,0.247,0.306,0.102,0.127,0.029,0.111,0.180,0.311,0.050,0.174,0.204,0.207, 0.264,0.219,0.163,0.069,0.330,1,0.209,0.144,0.289,0.262,0.092,0.163,0.148,0.173,0.279,0.389,0.168,0.252,0.274,0.252, 0.186,0.265,0.322,-0.007,0.169,0.209,1,0.314,0.098,0.266,0.239,0.222,0.292,0.342,0.152,0.185,0.246,0.397,0.289,0.221, 0.168,0.327,0.213,-0.002,0.121,0.144,0.314,1,0.110,0.207,0.190,0.180,0.251,0.269,0.174,0.175,0.083,0.366,0.170,0.194, 0.091,0.113,0.118,0.044,0.247,0.289,0.098,0.110,1,0.319,0.147,-0.011,0.130,0.188,0.330,0.302,0.157,0.116,0.272,0.220, 0.120,0.191,0.181,0.098,0.306,0.262,0.266,0.207,0.319,1,0.171,0.091,0.183,0.233,0.338,0.427,0.136,0.265,0.434,0.348, 0.235,0.332,0.183,0.035,0.102,0.092,0.239,0.190,0.147,0.171,1,0.197,0.263,0.430,0.139,0.191,0.251,0.388,0.309,0.299, 0.153,0.244,0.143,-0.015,0.127,0.163,0.222,0.180,-0.011,0.091,0.197,1,0.237,0.271,0.002,0.096,0.151,0.302,0.129,0.132, 0.078,0.178,0.210,-0.024,0.029,0.148,0.292,0.251,0.130,0.183,0.263,0.237,1,0.369,0.102,0.244,0.210,0.312,0.280,0.233, 0.256,0.274,0.214,0.010,0.111,0.173,0.342,0.269,0.188,0.233,0.430,0.271,0.369,1,0.176,0.278,0.274,0.430,0.322,0.256, 0.163,0.147,0.130,0.090,0.180,0.279,0.152,0.174,0.330,0.338,0.139,0.002,0.102,0.176,1,0.394,0.173,0.209,0.394,0.371, 0.242,0.202,0.146,0.096,0.311,0.389,0.185,0.175,0.302,0.427,0.191,0.096,0.244,0.278,0.394,1,0.138,0.252,0.434,0.389, 0.106,0.212,0.170,0.016,0.050,0.168,0.246,0.083,0.157,0.136,0.251,0.151,0.210,0.274,0.173,0.138,1,0.238,0.220,0.179, 0.208,0.342,0.296,0.010,0.174,0.252,0.397,0.366,0.116,0.265,0.388,0.302,0.312,0.430,0.209,0.252,0.238,1,0.403,0.325, 0.213,0.281,0.268,-0.002,0.204,0.274,0.289,0.170,0.272,0.434,0.309,0.129,0.280,0.322,0.394,0.434,0.220,0.403,1,0.687, 0.238,0.326,0.305,0.026,0.207,0.252,0.221,0.194,0.220,0.348,0.299,0.132,0.233,0.256,0.371,0.389,0.179,0.325,0.687,1), 20,20) pamukcu=matrix(c(1,0.357,0.291,0.105,0.399,0.393,0.303,0.155,0.408,0.385,0.322,0.265,0.280,0.431,0.279,0.387,0.382,0.261,0.363,0.297, 0.357,1,0.482,0.093,0.424,0.334,0.336,0.215,0.262,0.314,0.433,0.387,0.278,0.437,0.206,0.258,0.372,0.435,0.302,0.314, 0.291,0.482,1,0.124,0.289,0.328,0.357,0.321,0.272,0.251,0.378,0.365,0.333,0.356,0.203,0.306,0.392,0.387,0.332,0.400, 0.105,0.093,0.124,1,0.206,0.122,-0.065,0.056,0.152,-0.025,0.102,0.048,0.080,0.085,0.200,0.052,0.086,0.028,0.221,0.183, 0.399,0.424,0.289,0.206,1,0.434,0.279,0.218,0.247,0.376,0.426,0.266,0.258,0.384,0.188,0.358,0.233,0.434,0.360,0.393, 0.393,0.334,0.328,0.122,0.434,1,0.307,0.130,0.254,0.436,0.332,0.265,0.237,0.264,0.238,0.382,0.168,0.315,0.339,0.349, 0.303,0.336,0.357,-0.065,0.279,0.307,1,0.253,0.175,0.337,0.427,0.287,0.382,0.429,0.181,0.319,0.299,0.442,0.287,0.241, 0.155,0.215,0.321,0.056,0.218,0.130,0.253,1,0.216,0.171,0.339,0.266,0.283,0.343,0.248,0.218,0.252,0.290,0.263,0.223, 0.408,0.262,0.272,0.152,0.247,0.254,0.175,0.216,1,0.259,0.298,0.288,0.213,0.255,0.371,0.281,0.352,0.211,0.268,0.275, 0.385,0.314,0.251,-0.025,0.376,0.436,0.337,0.171,0.259,1,0.379,0.267,0.291,0.400,0.293,0.524,0.148,0.374,0.350,0.381, 0.322,0.433,0.378,0.102,0.426,0.332,0.427,0.339,0.298,0.379,1,0.394,0.476,0.634,0.308,0.391,0.458,0.552,0.446,0.427, 0.265,0.387,0.365,0.048,0.266,0.265,0.287,0.266,0.288,0.267,0.394,1,0.425,0.415,0.323,0.259,0.434,0.390,0.238,0.275, 0.280,0.278,0.333,0.080,0.258,0.237,0.382,0.283,0.213,0.291,0.476,0.425,1,0.540,0.237,0.442,0.248,0.446,0.376,0.392, 0.431,0.437,0.356,0.085,0.384,0.264,0.429,0.343,0.255,0.400,0.634,0.415,0.540,1,0.312,0.381,0.413,0.524,0.381,0.333, 0.279,0.206,0.203,0.200,0.188,0.238,0.181,0.248,0.371,0.293,0.308,0.323,0.237,0.312,1,0.357,0.355,0.232,0.391,0.259, 0.387,0.258,0.306,0.052,0.358,0.382,0.319,0.218,0.281,0.524,0.391,0.259,0.442,0.381,0.357,1,0.205,0.442,0.491,0.533, 0.382,0.372,0.392,0.086,0.233,0.168,0.299,0.252,0.352,0.148,0.458,0.434,0.248,0.413,0.355,0.205,1,0.433,0.270,0.274, 0.261,0.435,0.387,0.028,0.434,0.315,0.442,0.290,0.211,0.374,0.552,0.390,0.446,0.524,0.232,0.442,0.433,1,0.404,0.454, 0.363,0.302,0.332,0.221,0.360,0.339,0.287,0.263,0.268,0.350,0.446,0.238,0.376,0.381,0.391,0.491,0.270,0.404,1,0.704, 0.297,0.314,0.400,0.183,0.393,0.349,0.241,0.223,0.275,0.381,0.427,0.275,0.392,0.333,0.259,0.533,0.274,0.454,0.704,1), 20,20) tutgun=matrix(c(1,0.308,0.254,0.209,0.406,0.410,0.239,0.200,0.389,0.411,0.288,0.225,0.291,0.305,0.399,0.353,0.292,0.291,0.417,0.463, 0.308,1,0.564,0.066,0.359,0.336,0.411,0.313,0.267,0.354,0.432,0.327,0.302,0.433,0.293,0.321,0.384,0.446,0.354,0.390, 0.254,0.564,1,0.043,0.298,0.301,0.370,0.347,0.224,0.283,0.311,0.292,0.333,0.427,0.203,0.263,0.371,0.431,0.358,0.380, 0.209,0.066,0.043,1,0.231,0.181,0.038,0.035,0.138,0.180,0.060,0.090,0.059,0.033,0.139,0.161,0.139,0.059,0.181,0.193, 0.406,0.359,0.298,0.231,1,0.450,0.311,0.210,0.301,0.401,0.305,0.235,0.251,0.281,0.322,0.316,0.250,0.301,0.366,0.389, 0.410,0.336,0.301,0.181,0.450,1,0.275,0.191,0.399,0.472,0.316,0.229,0.245,0.315,0.352,0.343,0.233,0.324,0.411,0.448, 0.239,0.411,0.370,0.038,0.311,0.275,1,0.399,0.185,0.298,0.394,0.367,0.373,0.390,0.199,0.283,0.339,0.450,0.313,0.360, 0.200,0.313,0.347,0.035,0.210,0.191,0.399,1,0.156,0.234,0.329,0.265,0.290,0.350,0.161,0.308,0.271,0.378,0.227,0.247, 0.389,0.267,0.224,0.138,0.301,0.399,0.185,0.156,1,0.362,0.217,0.218,0.248,0.247,0.440,0.299,0.386,0.295,0.378,0.373, 0.411,0.354,0.283,0.180,0.401,0.472,0.298,0.234,0.362,1,0.280,0.236,0.223,0.250,0.419,0.429,0.255,0.335,0.567,0.569, 0.288,0.432,0.311,0.060,0.305,0.316,0.394,0.329,0.217,0.280,1,0.276,0.260,0.420,0.213,0.286,0.408,0.471,0.271,0.288, 0.225,0.327,0.292,0.090,0.235,0.229,0.367,0.265,0.218,0.236,0.276,1,0.404,0.390,0.208,0.216,0.350,0.351,0.244,0.266, 0.291,0.302,0.333,0.059,0.251,0.245,0.373,0.290,0.248,0.223,0.260,0.404,1,0.454,0.191,0.349,0.374,0.461,0.270,0.340, 0.305,0.433,0.427,0.033,0.281,0.315,0.390,0.350,0.247,0.250,0.420,0.390,0.454,1,0.222,0.280,0.436,0.511,0.269,0.272, 0.399,0.293,0.203,0.139,0.322,0.352,0.199,0.161,0.440,0.419,0.213,0.208,0.191,0.222,1,0.371,0.353,0.288,0.449,0.424, 0.353,0.321,0.263,0.161,0.316,0.343,0.283,0.308,0.299,0.429,0.286,0.216,0.349,0.280,0.371,1,0.220,0.313,0.463,0.544, 0.292,0.384,0.371,0.139,0.250,0.233,0.339,0.271,0.386,0.255,0.408,0.350,0.374,0.436,0.353,0.220,1,0.505,0.363,0.394, 0.291,0.446,0.431,0.059,0.301,0.324,0.450,0.378,0.295,0.335,0.471,0.351,0.461,0.511,0.288,0.313,0.505,1,0.357,0.404, 0.417,0.354,0.358,0.181,0.366,0.411,0.313,0.227,0.378,0.567,0.271,0.244,0.270,0.269,0.449,0.463,0.363,0.357,1,0.768, 0.463,0.390,0.380,0.193,0.389,0.448,0.360,0.247,0.373,0.569,0.288,0.266,0.340,0.272,0.424,0.544,0.394,0.404,0.768,1), 20,20) bilge=matrix(c(1,0.340,0.281,0.209,0.565,0.457,0.371,0.304,0.337,0.470,0.344,0.170,0.283,0.379,0.323,0.388,0.183,0.297,0.401,0.439, 0.340,1,0.665,0.331,0.492,0.281,0.452,0.454,0.254,0.463,0.581,0.273,0.385,0.524,0.270,0.477,0.357,0.486,0.320,0.400, 0.281,0.665,1,0.296,0.412,0.191,0.364,0.402,0.262,0.360,0.429,0.265,0.306,0.460,0.246,0.389,0.377,0.456,0.262,0.367, 0.209,0.331,0.296,1,0.355,0.202,0.328,0.280,0.260,0.375,0.285,0.156,0.306,0.391,0.171,0.376,0.337,0.244,0.330,0.350, 0.565,0.492,0.412,0.355,1,0.495,0.487,0.467,0.368,0.547,0.571,0.271,0.433,0.572,0.385,0.463,0.373,0.477,0.540,0.525, 0.457,0.281,0.191,0.202,0.495,1,0.263,0.136,0.150,0.350,0.302,0.114,0.182,0.323,0.275,0.250,0.187,0.317,0.405,0.412, 0.371,0.452,0.364,0.328,0.487,0.263,1,0.474,0.195,0.297,0.521,0.367,0.438,0.519,0.188,0.342,0.359,0.493,0.253,0.238, 0.304,0.454,0.402,0.280,0.467,0.136,0.474,1,0.312,0.363,0.525,0.325,0.350,0.401,0.197,0.390,0.425,0.512,0.263,0.354, 0.337,0.254,0.262,0.260,0.368,0.150,0.195,0.312,1,0.365,0.281,0.221,0.223,0.276,0.322,0.346,0.389,0.240,0.238,0.268, 0.470,0.463,0.360,0.375,0.547,0.350,0.297,0.363,0.365,1,0.483,0.129,0.335,0.431,0.304,0.577,0.279,0.324,0.516,0.550, 0.344,0.581,0.429,0.285,0.571,0.302,0.521,0.525,0.281,0.483,1,0.235,0.424,0.632,0.251,0.356,0.452,0.424,0.290,0.277, 0.170,0.273,0.265,0.156,0.271,0.114,0.367,0.325,0.221,0.129,0.235,1,0.278,0.223,0.118,0.187,0.194,0.268,0.151,0.093, 0.283,0.385,0.306,0.306,0.433,0.182,0.438,0.350,0.223,0.335,0.424,0.278,1,0.500,0.174,0.410,0.411,0.419,0.162,0.211, 0.379,0.524,0.460,0.391,0.572,0.323,0.519,0.401,0.276,0.431,0.632,0.223,0.500,1,0.361,0.323,0.421,0.412,0.277,0.271, 0.323,0.270,0.246,0.171,0.385,0.275,0.188,0.197,0.322,0.304,0.251,0.118,0.174,0.361,1,0.405,0.157,0.086,0.393,0.350, 0.388,0.477,0.389,0.376,0.463,0.250,0.342,0.390,0.346,0.577,0.356,0.187,0.410,0.323,0.405,1,0.236,0.322,0.536,0.583, 0.183,0.357,0.377,0.337,0.373,0.187,0.359,0.425,0.389,0.279,0.452,0.194,0.411,0.421,0.157,0.236,1,0.606,0.120,0.216, 0.297,0.486,0.456,0.244,0.477,0.317,0.493,0.512,0.240,0.324,0.424,0.268,0.419,0.412,0.086,0.322,0.606,1,0.185,0.273, 0.401,0.320,0.262,0.330,0.540,0.405,0.253,0.263,0.238,0.516,0.290,0.151,0.162,0.277,0.393,0.536,0.120,0.185,1,0.736, 0.439,0.400,0.367,0.350,0.525,0.412,0.238,0.354,0.268,0.550,0.277,0.093,0.211,0.271,0.350,0.583,0.216,0.273,0.736,1), 20,20) erdem=matrix(c(1,0.328,0.392,0.464,0.56,0.572,0.402,0.401,0.629,0.513,0.443,0.466,0.485,0.335,0.543,0.521,0.466,0.403,0.645,0.583, 0.328,1,0.333,0.454,0.384,0.368,0.439,0.403,0.445,0.345,0.4,0.37,0.391,0.382,0.376,0.436,0.344,0.359,0.449,0.432, 0.392,0.333,1,0.211,0.337,0.403,0.37,0.294,0.4,0.336,0.332,0.46,0.294,0.468,0.338,0.415,0.353,0.418,0.415,0.386, 0.464,0.454,0.211,1,0.231,0.484,0.407,0.401,0.443,0.423,0.439,0.512,0.449,0.352,0.446,0.402,0.39,0.38,0.468,0.451, 0.56,0.384,0.337,0.231,1,0.412,0.418,0.311,0.469,0.493,0.312,0.36,0.511,0.423,0.426,0.495,0.316,0.478,0.459,0.559, 0.572,0.368,0.403,0.484,0.412,1,0.32,0.486,0.557,0.555,0.37,0.559,0.433,0.339,0.592,0.527,0.472,0.481,0.64,0.477, 0.402,0.439,0.37,0.407,0.418,0.32,1,0.254,0.459,0.32,0.56,0.365,0.462,0.427,0.38,0.405,0.361,0.491,0.337,0.573, 0.401,0.403,0.294,0.401,0.311,0.486,0.254,1,0.205,0.382,0.337,0.489,0.329,0.407,0.311,0.337,0.352,0.398,0.358,0.269, 0.629,0.445,0.4,0.443,0.469,0.557,0.459,0.205,1,0.453,0.418,0.454,0.504,0.261,0.642,0.458,0.311,0.448,0.578,0.569, 0.513,0.345,0.336,0.423,0.493,0.555,0.32,0.382,0.453,1,0.205,0.478,0.394,0.368,0.457,0.634,0.267,0.37,0.596,0.515, 0.443,0.4,0.332,0.439,0.312,0.37,0.56,0.337,0.418,0.205,1,0.349,0.404,0.435,0.318,0.384,0.464,0.384,0.403,0.491, 0.466,0.37,0.46,0.512,0.36,0.559,0.365,0.489,0.454,0.478,0.349,1,0.422,0.498,0.485,0.382,0.411,0.535,0.45,0.419, 0.485,0.391,0.294,0.449,0.511,0.433,0.462,0.329,0.504,0.394,0.404,0.422,1,0.345,0.448,0.464,0.417,0.534,0.468,0.45, 0.335,0.382,0.468,0.352,0.423,0.339,0.427,0.407,0.261,0.368,0.435,0.498,0.345,1,0.167,0.389,0.496,0.358,0.386,0.362, 0.543,0.376,0.338,0.446,0.426,0.592,0.38,0.311,0.642,0.457,0.318,0.485,0.448,0.167,1,0.432,0.362,0.404,0.57,0.475, 0.521,0.436,0.415,0.402,0.495,0.527,0.405,0.337,0.458,0.634,0.384,0.382,0.464,0.389,0.432,1,0.192,0.474,0.599,0.588, 0.466,0.344,0.353,0.39,0.316,0.472,0.361,0.352,0.311,0.267,0.464,0.411,0.417,0.496,0.362,0.192,1,0.355,0.416,0.302, 0.403,0.359,0.418,0.38,0.478,0.481,0.491,0.398,0.448,0.37,0.384,0.535,0.534,0.358,0.404,0.474,0.355,1,0.365,0.416, 0.645,0.449,0.415,0.468,0.459,0.64,0.337,0.358,0.578,0.596,0.403,0.45,0.468,0.386,0.57,0.599,0.416,0.365,1,0.52, 0.583,0.432,0.386,0.451,0.559,0.477,0.573,0.269,0.569,0.515,0.491,0.419,0.45,0.362,0.475,0.588,0.302,0.416,0.52,1), 20,20) selma=matrix(c(1,-0.117,-0.235,-0.023,0.266,0.440,-0.157,-0.035,0.229,0.311,-0.248,-0.220,-0.281,-0.240,0.120,0.354,-0.163,-0.243,0.397,0.235, -0.117,1,0.382,0.201,-0.045,0.019,0.173,0.014,-0.204,-0.214,0.256,0.242,0.101,0.312,-0.181,-0.124,0.071,0.238,-0.364,-0.106, -0.235,0.382,1,0.204,-0.157,-0.189,0.272,0.078,-0.167,-0.353,0.311,0.220,0.248,0.222,-0.179,-0.266,0.265,0.259,-0.220,-0.256, -0.023,0.201,0.204,1,-0.003,-0.029,0.119,0.031,-0.130,-0.018,0.174,-0.017,0.057,0.191,-0.010,-0.007,0.076,0.023,-0.035,-0.018, 0.266,-0.045,-0.157,-0.003,1,0.368,-0.384,-0.035,0.207,0.429,-0.283,-0.318,-0.336,-0.186,0.349,0.531,-0.201,-0.259,0.421,0.274, 0.440,0.019,-0.189,-0.029,0.368,1,-0.329,-0.047,0.306,0.396,-0.122,-0.202,-0.157,-0.219,0.243,0.442,-0.201,-0.301,0.410,0.440, -0.157,0.173,0.272,0.119,-0.384,-0.329,1,0.339,-0.174,-0.344,0.265,0.300,0.330,0.282,-0.299,-0.295,0.289,0.324,-0.317,-0.282, -0.035,0.014,0.078,0.031,-0.035,-0.047,0.339,1,0.071,-0.177,0.057,0.057,0.192,0.217,0.009,-0.208,0.211,0.230,-0.037,-0.111, 0.229,-0.204,-0.167,-0.130,0.207,0.306,-0.174,0.071,1,0.301,-0.275,-0.278,-0.184,-0.263,0.331,0.240,-0.388,-0.224,0.342,0.122, 0.311,-0.214,-0.353,-0.018,0.429,0.396,-0.344,-0.177,0.301,1,-0.265,-0.361,-0.258,-0.320,0.240,0.575,-0.373,-0.418,0.489,0.500, -0.248,0.256,0.311,0.174,-0.283,-0.122,0.265,0.057,-0.275,-0.265,1,0.311,0.460,0.399,-0.365,-0.271,0.412,0.371,-0.477,-0.202, -0.220,0.242,0.220,-0.017,-0.318,-0.202,0.300,0.057,-0.278,-0.361,0.311,1,0.416,0.301,-0.212,-0.382,0.277,0.431,-0.390,-0.351, -0.281,0.101,0.248,0.057,-0.336,-0.157,0.330,0.192,-0.184,-0.258,0.460,0.416,1,0.408,-0.302,-0.386,0.436,0.496,-0.441,-0.360, -0.240,0.312,0.222,0.191,-0.186,-0.219,0.282,0.217,-0.263,-0.320,0.399,0.301,0.408,1,-0.333,-0.331,0.466,0.524,-0.406,-0.267, 0.120,-0.181,-0.179,-0.010,0.349,0.243,-0.299,0.009,0.331,0.240,-0.365,-0.212,-0.302,-0.333,1,0.399,-0.356,-0.199,0.545,0.269, 0.354,-0.124,-0.266,-0.007,0.531,0.442,-0.295,-0.208,0.240,0.575,-0.271,-0.382,-0.386,-0.331,0.399,1,-0.294,-0.360,0.481,0.505, -0.163,0.071,0.265,0.076,-0.201,-0.201,0.289,0.211,-0.388,-0.373,0.412,0.277,0.436,0.466,-0.356,-0.294,1,0.555,-0.381,-0.265, -0.243,0.238,0.259,0.023,-0.259,-0.301,0.324,0.230,-0.224,-0.418,0.371,0.431,0.496,0.524,-0.199,-0.360,0.555,1,-0.375,-0.415, 0.397,-0.364,-0.220,-0.035,0.421,0.410,-0.317,-0.037,0.342,0.489,-0.477,-0.390,-0.441,-0.406,0.545,0.481,-0.381,-0.375,1,0.546, 0.235,-0.106,-0.256,-0.018,0.274,0.440,-0.282,-0.111,0.122,0.500,-0.202,-0.351,-0.360,-0.267,0.269,0.505,-0.265,-0.415,0.546,1), 20,20) tutgun11=matrix(c(1,0.330,0.121,0.202,0.363,0.322,0.194,0.170,0.151,0.316,0.295,0.251,0.335,0.367,0.317,0.322,0.261,0.274,0.330,0.341, 0.330,1,0.454,0.025,0.342,0.201,0.454,0.335,0.151,0.287,0.366,0.307,0.379,0.418,0.334,0.308,0.360,0.385,0.418,0.428, 0.121,0.454,1,-0.204,0.170,-0.005,0.537,0.425,0.081,0.161,0.043,0.290,0.279,0.324,0.173,0.286,0.283,0.250,0.351,0.397, 0.202,0.025,-0.204,1,0.290,0.228,-0.059,-0.076,0.117,0.131,0.163,-0.003,0.084,0.066,0.176,0.135,0.094,0.101,0.136,0.117, 0.363,0.342,0.170,0.290,1,0.524,0.280,0.231,0.252,0.378,0.259,0.183,0.305,0.379,0.369,0.375,0.259,0.324,0.409,0.356, 0.322,0.201,-0.005,0.228,0.524,1,0.087,0.162,0.076,0.435,0.251,0.143,0.246,0.285,0.292,0.340,0.211,0.211,0.272,0.236, 0.194,0.454,0.537,-0.059,0.280,0.087,1,0.472,0.098,0.177,0.253,0.413,0.405,0.420,0.166,0.341,0.340,0.391,0.389,0.389, 0.170,0.335,0.425,-0.076,0.231,0.162,0.472,1,0.052,0.182,0.259,0.287,0.336,0.429,0.090,0.286,0.305,0.336,0.225,0.229, 0.151,0.151,0.081,0.117,0.252,0.076,0.098,0.052,1,0.100,0.046,0.105,0.098,0.107,0.177,0.167,0.093,0.141,0.149,0.136, 0.316,0.287,0.161,0.131,0.378,0.435,0.177,0.182,0.100,1,0.239,0.121,0.226,0.293,0.279,0.450,0.222,0.226,0.442,0.431, 0.295,0.366,0.043,0.163,0.259,0.251,0.253,0.259,0.046,0.239,1,0.269,0.386,0.456,0.202,0.280,0.417,0.447,0.233,0.223, 0.251,0.307,0.290,-0.003,0.183,0.143,0.413,0.287,0.105,0.121,0.269,1,0.475,0.386,0.234,0.277,0.337,0.353,0.251,0.310, 0.335,0.379,0.279,0.084,0.305,0.246,0.405,0.336,0.098,0.226,0.386,0.475,1,0.549,0.220,0.405,0.430,0.415,0.318,0.333, 0.367,0.418,0.324,0.066,0.379,0.285,0.420,0.429,0.107,0.293,0.456,0.386,0.549,1,0.257,0.426,0.467,0.481,0.360,0.412, 0.317,0.334,0.173,0.176,0.369,0.292,0.166,0.090,0.177,0.279,0.202,0.234,0.220,0.257,1,0.407,0.346,0.368,0.431,0.370, 0.322,0.308,0.286,0.135,0.375,0.340,0.341,0.286,0.167,0.450,0.280,0.277,0.405,0.426,0.407,1,0.357,0.398,0.621,0.599, 0.261,0.360,0.283,0.094,0.259,0.211,0.340,0.305,0.093,0.222,0.417,0.337,0.430,0.467,0.346,0.357,1,0.547,0.381,0.394, 0.274,0.385,0.250,0.101,0.324,0.211,0.391,0.336,0.141,0.226,0.447,0.353,0.415,0.481,0.368,0.398,0.547,1,0.377,0.356, 0.330,0.418,0.351,0.136,0.409,0.272,0.389,0.225,0.149,0.442,0.233,0.251,0.318,0.360,0.431,0.621,0.381,0.377,1,0.819, 0.341,0.428,0.397,0.117,0.356,0.236,0.389,0.229,0.136,0.431,0.223,0.310,0.333,0.412,0.370,0.599,0.394,0.356,0.819,1), 20,20) atasayar=matrix(c(1,0.347,0.228,0.120,0.418,0.384,0.268,0.156,0.226,0.487,0.375,0.048,0.223,0.128,0.330,0.335,0.178,0.245,0.373,0.426, 0.347,1,0.421,0.034,0.406,0.163,0.217,0.223,0.114,0.345,0.377,0.092,0.146,0.145,0.153,0.295,0.261,0.300,0.300,0.246, 0.228,0.421,1,0.077,0.385,0.251,0.252,0.231,0.169,0.248,0.303,0.078,0.261,0.221,0.266,0.296,0.346,0.306,0.392,0.370, 0.120,0.034,0.077,1,0.157,0.123,0.108,-0.074,0.196,0.108,-0.015,-0.047,-0.030,0.056,0.072,0.062,-0.048,0.040,0.099,0.088, 0.418,0.406,0.385,0.157,1,0.353,0.307,0.195,0.139,0.384,0.264,0.079,0.186,0.136,0.265,0.315,0.166,0.348,0.369,0.364, 0.384,0.163,0.251,0.123,0.353,1,0.252,0.222,0.207,0.299,0.261,0.122,0.103,0.123,0.389,0.335,0.117,0.244,0.357,0.358, 0.268,0.217,0.252,0.108,0.307,0.252,1,0.310,0.150,0.356,0.354,0.113,0.248,0.374,0.256,0.394,0.229,0.364,0.455,0.290, 0.156,0.223,0.231,-0.074,0.195,0.222,0.310,1,0.103,0.286,0.374,0.173,0.167,0.352,0.213,0.296,0.245,0.308,0.279,0.283, 0.226,0.114,0.169,0.196,0.139,0.207,0.150,0.103,1,0.260,0.127,0.047,0.076,0.023,0.178,0.223,0.232,0.092,0.207,0.189, 0.487,0.345,0.248,0.108,0.384,0.299,0.356,0.286,0.260,1,0.386,0.079,0.215,0.249,0.254,0.437,0.145,0.311,0.458,0.461, 0.375,0.377,0.303,-0.015,0.264,0.261,0.354,0.374,0.127,0.386,1,0.111,0.223,0.409,0.293,0.375,0.261,0.371,0.474,0.451, 0.048,0.092,0.078,-0.047,0.079,0.122,0.113,0.173,0.047,0.079,0.111,1,0.146,0.044,0.120,0.161,0.137,0.124,0.197,0.097, 0.223,0.146,0.261,-0.030,0.186,0.103,0.248,0.167,0.076,0.215,0.223,0.146,1,0.300,0.145,0.249,0.333,0.344,0.227,0.282, 0.128,0.145,0.221,0.056,0.136,0.123,0.374,0.352,0.023,0.249,0.409,0.044,0.300,1,0.203,0.249,0.171,0.330,0.350,0.338, 0.330,0.153,0.266,0.072,0.265,0.389,0.256,0.213,0.178,0.254,0.293,0.120,0.145,0.203,1,0.374,0.249,0.239,0.456,0.348, 0.335,0.295,0.296,0.062,0.315,0.335,0.394,0.296,0.223,0.437,0.375,0.161,0.249,0.249,0.374,1,0.230,0.330,0.570,0.421, 0.178,0.261,0.346,-0.048,0.166,0.117,0.229,0.245,0.232,0.145,0.261,0.137,0.333,0.171,0.249,0.230,1,0.289,0.275,0.219, 0.245,0.300,0.306,0.040,0.348,0.244,0.364,0.308,0.092,0.311,0.371,0.124,0.344,0.330,0.239,0.330,0.289,1,0.313,0.321, 0.373,0.300,0.392,0.099,0.369,0.357,0.455,0.279,0.207,0.458,0.474,0.197,0.227,0.350,0.456,0.570,0.275,0.313,1,0.577, 0.426,0.246,0.370,0.088,0.364,0.358,0.290,0.283,0.189,0.461,0.451,0.097,0.282,0.338,0.348,0.421,0.219,0.321,0.577,1), 20,20) bilgili=matrix(c(1,-0.280,-0.257,0.109,-0.154,-0.394,-0.252,-0.167,-0.270,0.353,-0.216,-0.109,-0.234,-0.218,-0.338,0.383,-0.186,-0.071,-0.421,-0.390, -0.280,1,0.421,-0.119,0.231,0.276,0.305,0.275,0.138,-0.302,0.213,0.100,0.290,0.180,0.163,-0.257,0.201,0.167,0.204,0.195, -0.257,0.421,1,-0.014,0.338,0.262,0.376,0.341,0.155,-0.200,0.322,0.217,0.242,0.332,0.182,-0.213,0.350,0.171,0.185,0.213, 0.109,-0.119,-0.014,1,0.105,0.029,0.021,-0.041,-0.034,0.044,0.000,-0.023,-0.048,0.072,-0.154,0.089,0.021,0.004,-0.037,-0.069, -0.154,0.231,0.338,0.105,1,0.287,0.355,0.304,0.200,-0.194,0.312,0.205,0.248,0.353,0.186,-0.180,0.302,0.165,0.259,0.240, -0.394,0.276,0.262,0.029,0.287,1,0.370,0.280,0.410,-0.380,0.208,0.102,0.237,0.303,0.390,-0.519,0.169,0.127,0.515,0.547, -0.252,0.305,0.376,0.021,0.355,0.370,1,0.461,0.294,-0.365,0.333,0.276,0.292,0.335,0.271,-0.347,0.255,0.188,0.330,0.339, -0.167,0.275,0.341,-0.041,0.304,0.280,0.461,1,0.223,-0.342,0.245,0.249,0.234,0.313,0.244,-0.288,0.212,0.292,0.281,0.327, -0.270,0.138,0.155,-0.034,0.200,0.410,0.294,0.223,1,-0.363,0.303,0.127,0.121,0.370,0.378,-0.381,0.285,0.099,0.392,0.399, 0.353,-0.302,-0.200,0.044,-0.194,-0.380,-0.365,-0.342,-0.363,1,-0.274,-0.116,-0.207,-0.288,-0.372,0.535,-0.185,-0.231,-0.530,-0.559, -0.216,0.213,0.322,0.000,0.312,0.208,0.333,0.245,0.303,-0.274,1,0.277,0.299,0.508,0.397,-0.235,0.528,0.188,0.352,0.271, -0.109,0.100,0.217,-0.023,0.205,0.102,0.276,0.249,0.127,-0.116,0.277,1,0.323,0.311,0.123,-0.099,0.264,0.254,0.137,0.165, -0.234,0.290,0.242,-0.048,0.248,0.237,0.292,0.234,0.121,-0.207,0.299,0.323,1,0.402,0.224,-0.326,0.314,0.290,0.266,0.325, -0.218,0.180,0.332,0.072,0.353,0.303,0.335,0.313,0.370,-0.288,0.508,0.311,0.402,1,0.371,-0.345,0.493,0.206,0.394,0.393, -0.338,0.163,0.182,-0.154,0.186,0.390,0.271,0.244,0.378,-0.372,0.397,0.123,0.224,0.371,1,-0.556,0.276,0.108,0.557,0.530, 0.383,-0.257,-0.213,0.089,-0.180,-0.519,-0.347,-0.288,-0.381,0.535,-0.235,-0.099,-0.326,-0.345,-0.556,1,-0.188,-0.109,-0.584,-0.647, -0.186,0.201,0.350,0.021,0.302,0.169,0.255,0.212,0.285,-0.185,0.528,0.264,0.314,0.493,0.276,-0.188,1,0.240,0.261,0.228, -0.071,0.167,0.171,0.004,0.165,0.127,0.188,0.292,0.099,-0.231,0.188,0.254,0.290,0.206,0.108,-0.109,0.240,1,0.158,0.268, -0.421,0.204,0.185,-0.037,0.259,0.515,0.330,0.281,0.392,-0.530,0.352,0.137,0.266,0.394,0.557,-0.584,0.261,0.158,1,0.794, -0.390,0.195,0.213,-0.069,0.240,0.547,0.339,0.327,0.399,-0.559,0.271,0.165,0.325,0.393,0.530,-0.647,0.228,0.268,0.794,1), 20,20) kapkiran=matrix(c(1,0.369,0.276,0.251,0.464,0.460,0.325,0.167,0.264,0.400,0.331,0.184,0.272,0.339,0.362,0.350,0.320,0.339,0.425,0.422, 0.369,1,0.498,0.061,0.329,0.229,0.381,0.292,0.157,0.368,0.390,0.202,0.296,0.361,0.271,0.317,0.300,0.386,0.404,0.364, 0.276,0.498,1,0.122,0.246,0.226,0.306,0.281,0.134,0.347,0.427,0.280,0.183,0.323,0.233,0.275,0.395,0.247,0.300,0.292, 0.251,0.061,0.122,1,0.298,0.219,0.112,0.129,0.052,0.262,0.181,0.125,0.087,0.168,0.196,0.342,0.226,0.137,0.168,0.197, 0.464,0.329,0.246,0.298,1,0.548,0.251,0.189,0.213,0.402,0.306,0.151,0.256,0.234,0.347,0.413,0.219,0.360,0.266,0.366, 0.460,0.229,0.226,0.219,0.548,1,0.218,0.184,0.234,0.440,0.253,0.065,0.204,0.205,0.310,0.372,0.245,0.278,0.310,0.315, 0.325,0.381,0.306,0.112,0.251,0.218,1,0.468,0.199,0.317,0.455,0.267,0.398,0.514,0.235,0.237,0.418,0.400,0.327,0.366, 0.167,0.292,0.281,0.129,0.189,0.184,0.468,1,0.107,0.258,0.347,0.206,0.262,0.369,0.200,0.256,0.328,0.390,0.259,0.228, 0.264,0.157,0.134,0.052,0.213,0.234,0.199,0.107,1,0.293,0.190,0.112,0.175,0.264,0.294,0.300,0.121,0.192,0.285,0.271, 0.400,0.368,0.347,0.262,0.402,0.440,0.317,0.258,0.293,1,0.332,0.117,0.255,0.369,0.326,0.563,0.319,0.284,0.549,0.517, 0.331,0.390,0.427,0.181,0.306,0.253,0.455,0.347,0.190,0.332,1,0.305,0.348,0.512,0.232,0.287,0.478,0.452,0.380,0.262, 0.184,0.202,0.280,0.125,0.151,0.065,0.267,0.206,0.112,0.117,0.305,1,0.209,0.267,0.137,0.147,0.255,0.246,0.093,0.139, 0.272,0.296,0.183,0.087,0.256,0.204,0.398,0.262,0.175,0.255,0.348,0.209,1,0.463,0.105,0.248,0.202,0.364,0.232,0.296, 0.339,0.361,0.323,0.168,0.234,0.205,0.514,0.369,0.264,0.369,0.512,0.267,0.463,1,0.202,0.320,0.429,0.450,0.409,0.372, 0.362,0.271,0.233,0.196,0.347,0.310,0.235,0.200,0.294,0.326,0.232,0.137,0.105,0.202,1,0.309,0.289,0.267,0.355,0.273, 0.350,0.317,0.275,0.342,0.413,0.372,0.237,0.256,0.300,0.563,0.287,0.147,0.248,0.320,0.309,1,0.225,0.294,0.487,0.542, 0.320,0.300,0.395,0.226,0.219,0.245,0.418,0.328,0.121,0.319,0.478,0.255,0.202,0.429,0.289,0.225,1,0.451,0.343,0.289, 0.339,0.386,0.247,0.137,0.360,0.278,0.400,0.390,0.192,0.284,0.452,0.246,0.364,0.450,0.267,0.294,0.451,1,0.337,0.372, 0.425,0.404,0.300,0.168,0.266,0.310,0.327,0.259,0.285,0.549,0.380,0.093,0.232,0.409,0.355,0.487,0.343,0.337,1,0.681, 0.422,0.364,0.292,0.197,0.366,0.315,0.366,0.228,0.271,0.517,0.262,0.139,0.296,0.372,0.273,0.542,0.289,0.372,0.681,1), 20,20) nurtenkaya=matrix(c(1,0.329,0.304,0.274,0.419,0.335,0.221,0.341,0.360,0.406,0.307,0.210,0.213,0.263,0.384,0.313,0.272,0.287,0.391,0.333, 0.329,1,0.549,0.459,0.421,0.292,0.378,0.287,0.325,0.331,0.417,0.212,0.240,0.360,0.305,0.260,0.321,0.371,0.382,0.346, 0.304,0.549,1,0.531,0.342,0.292,0.358,0.267,0.267,0.276,0.414,0.202,0.284,0.338,0.273,0.335,0.275,0.363,0.387,0.400, 0.274,0.459,0.531,1,0.376,0.322,0.388,0.259,0.242,0.273,0.416,0.162,0.376,0.416,0.235,0.319,0.378,0.411,0.317,0.335, 0.419,0.421,0.342,0.376,1,0.462,0.301,0.418,0.377,0.433,0.369,0.133,0.197,0.327,0.329,0.403,0.282,0.340,0.459,0.430, 0.335,0.292,0.292,0.322,0.462,1,0.266,0.432,0.295,0.413,0.246,0.179,0.254,0.240,0.297,0.432,0.252,0.347,0.345,0.357, 0.221,0.378,0.358,0.388,0.301,0.266,1,0.228,0.188,0.324,0.395,0.260,0.317,0.358,0.200,0.334,0.305,0.396,0.300,0.286, 0.341,0.287,0.267,0.259,0.418,0.432,0.228,1,0.420,0.400,0.304,0.191,0.205,0.194,0.351,0.284,0.241,0.302,0.353,0.340, 0.360,0.325,0.267,0.242,0.377,0.295,0.188,0.420,1,0.347,0.313,0.216,0.228,0.311,0.403,0.330,0.401,0.380,0.340,0.288, 0.406,0.331,0.276,0.273,0.433,0.413,0.324,0.400,0.347,1,0.355,0.192,0.215,0.293,0.336,0.508,0.270,0.313,0.530,0.480, 0.307,0.417,0.414,0.416,0.369,0.246,0.395,0.304,0.313,0.355,1,0.222,0.293,0.524,0.352,0.368,0.450,0.498,0.376,0.338, 0.210,0.212,0.202,0.162,0.133,0.179,0.260,0.191,0.216,0.192,0.222,1,0.322,0.310,0.148,0.166,0.229,0.286,0.161,0.152, 0.213,0.240,0.284,0.376,0.197,0.254,0.317,0.205,0.228,0.215,0.293,0.322,1,0.332,0.149,0.341,0.354,0.424,0.237,0.311, 0.263,0.360,0.338,0.416,0.327,0.240,0.358,0.194,0.311,0.293,0.524,0.310,0.332,1,0.257,0.310,0.454,0.498,0.321,0.272, 0.384,0.305,0.273,0.235,0.329,0.297,0.200,0.351,0.403,0.336,0.352,0.148,0.149,0.257,1,0.351,0.358,0.333,0.356,0.326, 0.313,0.260,0.335,0.319,0.403,0.432,0.334,0.284,0.330,0.508,0.368,0.166,0.341,0.310,0.351,1,0.306,0.415,0.510,0.546, 0.272,0.321,0.275,0.378,0.282,0.252,0.305,0.241,0.401,0.270,0.450,0.229,0.354,0.454,0.358,0.306,1,0.503,0.307,0.296, 0.287,0.371,0.363,0.411,0.340,0.347,0.396,0.302,0.380,0.313,0.498,0.286,0.424,0.498,0.333,0.415,0.503,1,0.382,0.359, 0.391,0.382,0.387,0.317,0.459,0.345,0.300,0.353,0.340,0.530,0.376,0.161,0.237,0.321,0.356,0.510,0.307,0.382,1,0.779, 0.333,0.346,0.400,0.335,0.430,0.357,0.286,0.340,0.288,0.480,0.338,0.152,0.311,0.272,0.326,0.546,0.296,0.359,0.779,1), 20,20) duru=matrix(c(1,0.384,0.393,0.150,0.474,0.379,0.357,0.351,0.303,0.462,0.420,0.351,0.378,0.361,0.306,0.287,0.427,0.392,0.491,0.398, 0.384,1,0.644,0.081,0.303,0.307,0.413,0.363,0.290,0.351,0.441,0.196,0.389,0.356,0.367,0.193,0.483,0.358,0.433,0.344, 0.393,0.644,1,0.071,0.291,0.271,0.295,0.324,0.315,0.341,0.340,0.192,0.330,0.257,0.270,0.244,0.410,0.368,0.379,0.345, 0.150,0.081,0.071,1,0.175,0.190,0.108,0.110,-0.007,0.181,0.092,-0.034,0.091,0.096,0.082,0.186,0.123,0.063,0.078,0.192, 0.474,0.303,0.291,0.175,1,0.461,0.287,0.209,0.205,0.319,0.287,0.370,0.298,0.232,0.306,0.322,0.260,0.334,0.392,0.347, 0.379,0.307,0.271,0.190,0.461,1,0.123,0.320,0.167,0.343,0.268,0.236,0.218,0.315,0.171,0.346,0.234,0.400,0.284,0.416, 0.357,0.413,0.295,0.108,0.287,0.123,1,0.286,0.322,0.362,0.500,0.203,0.347,0.376,0.297,0.196,0.506,0.268,0.439,0.292, 0.351,0.363,0.324,0.110,0.209,0.320,0.286,1,0.105,0.283,0.286,0.058,0.282,0.335,0.128,0.103,0.294,0.298,0.190,0.227, 0.303,0.290,0.315,-0.007,0.205,0.167,0.322,0.105,1,0.311,0.289,0.223,0.301,0.139,0.463,0.125,0.423,0.228,0.333,0.238, 0.462,0.351,0.341,0.181,0.319,0.343,0.362,0.283,0.311,1,0.258,0.314,0.173,0.433,0.183,0.482,0.441,0.279,0.435,0.474, 0.420,0.441,0.340,0.092,0.287,0.268,0.500,0.286,0.289,0.258,1,0.322,0.344,0.413,0.305,0.186,0.478,0.431,0.356,0.244, 0.351,0.196,0.192,-0.034,0.370,0.236,0.203,0.058,0.223,0.314,0.322,1,0.236,0.317,0.169,0.274,0.264,0.340,0.316,0.297, 0.378,0.389,0.330,0.091,0.298,0.218,0.347,0.282,0.301,0.173,0.344,0.236,1,0.306,0.141,0.167,0.410,0.373,0.253,0.268, 0.361,0.356,0.257,0.096,0.232,0.315,0.376,0.335,0.139,0.433,0.413,0.317,0.306,1,0.067,0.480,0.472,0.546,0.233,0.390, 0.306,0.367,0.270,0.082,0.306,0.171,0.297,0.128,0.463,0.183,0.305,0.169,0.141,0.067,1,0.268,0.361,0.108,0.490,0.318, 0.287,0.193,0.244,0.186,0.322,0.346,0.196,0.103,0.125,0.482,0.186,0.274,0.167,0.480,0.268,1,0.293,0.388,0.330,0.504, 0.427,0.483,0.410,0.123,0.260,0.234,0.506,0.294,0.423,0.441,0.478,0.264,0.410,0.472,0.361,0.293,1,0.430,0.454,0.383, 0.392,0.358,0.368,0.063,0.334,0.400,0.268,0.298,0.228,0.279,0.431,0.340,0.373,0.546,0.108,0.388,0.430,1,0.227,0.425, 0.491,0.433,0.379,0.078,0.392,0.284,0.439,0.190,0.333,0.435,0.356,0.316,0.253,0.233,0.490,0.330,0.454,0.227,1,0.612, 0.398,0.344,0.345,0.192,0.347,0.416,0.292,0.227,0.238,0.474,0.244,0.297,0.268,0.390,0.318,0.504,0.383,0.425,0.612,1), 20,20) kapkiran13=matrix(c(1,0.285,-0.029,0.170,0.477,0.598,0.357,0.069,0.484,0.408,0.137,0.356,0.228,0.175,0.436,0.572,0.276,-0.019,0.489,0.470, 0.285,1,0.511,0.218,0.443,0.383,0.352,0.316,0.042,0.163,0.347,0.600,0.405,0.044,0.358,0.261,0.258,0.398,0.415,0.296, -0.029,0.511,1,0.301,0.328,0.470,0.394,0.244,-0.002,0.354,0.491,0.415,0.370,0.426,0.147,0.315,0.430,0.493,0.473,0.341, 0.170,0.218,0.301,1,0.297,0.125,0.079,-0.081,-0.083,0.477,0.197,0.129,0.113,-0.046,0.110,0.292,0.105,0.275,0.334,0.262, 0.477,0.443,0.328,0.297,1,0.608,0.329,-0.148,0.376,0.305,0.277,0.374,0.232,0.213,0.418,0.529,0.365,0.247,0.416,0.351, 0.598,0.383,0.470,0.125,0.608,1,0.382,0.170,0.389,0.433,0.328,0.391,0.409,0.298,0.407,0.693,0.322,0.211,0.733,0.599, 0.357,0.352,0.394,0.079,0.329,0.382,1,0.170,0.299,0.178,0.333,0.563,0.480,0.358,0.391,0.354,0.347,0.100,0.332,0.124, 0.069,0.316,0.244,-0.081,-0.148,0.170,0.170,1,-0.160,0.120,0.252,0.364,0.233,0.145,0.072,-0.036,0.037,0.219,0.115,0.092, 0.484,0.042,-0.002,-0.083,0.376,0.389,0.299,-0.160,1,0.283,0.196,0.170,0.316,0.216,0.559,0.484,0.414,-0.004,0.493,0.372, 0.408,0.163,0.354,0.477,0.305,0.433,0.178,0.120,0.283,1,0.145,0.131,0.041,0.120,0.365,0.670,0.019,0.103,0.600,0.456, 0.137,0.347,0.491,0.197,0.277,0.328,0.333,0.252,0.196,0.145,1,0.470,0.573,0.656,0.124,0.145,0.770,0.581,0.459,0.250, 0.356,0.600,0.415,0.129,0.374,0.391,0.563,0.364,0.170,0.131,0.470,1,0.458,0.314,0.281,0.210,0.419,0.531,0.273,0.222, 0.228,0.405,0.370,0.113,0.232,0.409,0.480,0.233,0.316,0.041,0.573,0.458,1,0.427,0.249,0.215,0.635,0.428,0.392,0.158, 0.175,0.044,0.426,-0.046,0.213,0.298,0.358,0.145,0.216,0.120,0.656,0.314,0.427,1,0.161,0.156,0.699,0.476,0.330,0.130, 0.436,0.358,0.147,0.110,0.418,0.407,0.391,0.072,0.559,0.365,0.124,0.281,0.249,0.161,1,0.459,0.106,-0.158,0.486,0.263, 0.572,0.261,0.315,0.292,0.529,0.693,0.354,-0.036,0.484,0.670,0.145,0.210,0.215,0.156,0.459,1,0.129,0.092,0.711,0.507, 0.276,0.258,0.430,0.105,0.365,0.322,0.347,0.037,0.414,0.019,0.770,0.419,0.635,0.699,0.106,0.129,1,0.535,0.381,0.183, -0.019,0.398,0.493,0.275,0.247,0.211,0.100,0.219,-0.004,0.103,0.581,0.531,0.428,0.476,-0.158,0.092,0.535,1,0.246,0.257, 0.489,0.415,0.473,0.334,0.416,0.733,0.332,0.115,0.493,0.600,0.459,0.273,0.392,0.330,0.486,0.711,0.381,0.246,1,0.793, 0.470,0.296,0.341,0.262,0.351,0.599,0.124,0.092,0.372,0.456,0.250,0.222,0.158,0.130,0.263,0.507,0.183,0.257,0.793,1), 20,20) yunus=matrix(c(1,0.752,0.796,0.294,0.816,0.832,0.435,0.214,0.789,0.530,0.847,0.163,0.586,0.796,0.689,0.841,0.802,0.767,0.887,0.428, 0.752,1,0.567,0.313,0.704,0.685,0.751,0.174,0.644,0.812,0.748,0.225,0.375,0.674,0.896,0.589,0.683,0.538,0.782,0.742, 0.796,0.567,1,0.277,0.761,0.742,0.229,0.333,0.704,0.276,0.829,0.341,0.523,0.801,0.454,0.801,0.719,0.738,0.846,0.218, 0.294,0.313,0.277,1,0.278,0.245,0.137,0.251,0.217,0.123,0.343,0.395,0.119,0.235,0.232,0.336,0.247,0.183,0.360,0.108, 0.816,0.704,0.761,0.278,1,0.806,0.423,0.159,0.722,0.500,0.812,0.228,0.591,0.718,0.627,0.807,0.691,0.694,0.850,0.434, 0.832,0.685,0.742,0.245,0.806,1,0.451,0.116,0.798,0.518,0.779,0.126,0.522,0.747,0.588,0.755,0.763,0.703,0.843,0.458, 0.435,0.751,0.229,0.137,0.423,0.451,1,-0.096,0.408,0.817,0.408,0.057,0.231,0.426,0.658,0.262,0.435,0.314,0.445,0.767, 0.214,0.174,0.333,0.251,0.159,0.116,-0.096,1,0.072,0.030,0.295,0.529,-0.165,0.179,0.150,0.188,0.174,0.032,0.301,-0.053, 0.789,0.644,0.704,0.217,0.722,0.798,0.408,0.072,1,0.457,0.785,0.079,0.547,0.700,0.599,0.731,0.706,0.705,0.799,0.459, 0.530,0.812,0.276,0.123,0.500,0.518,0.817,0.030,0.457,1,0.488,0.125,0.266,0.451,0.743,0.382,0.442,0.316,0.551,0.855, 0.847,0.748,0.829,0.343,0.812,0.779,0.408,0.295,0.785,0.488,1,0.267,0.556,0.826,0.627,0.808,0.781,0.711,0.875,0.386, 0.163,0.225,0.341,0.395,0.228,0.126,0.057,0.529,0.079,0.125,0.267,1,0.018,0.116,0.120,0.197,0.043,0.084,0.263,0.012, 0.586,0.375,0.523,0.119,0.591,0.522,0.231,-0.165,0.547,0.266,0.556,0.018,1,0.609,0.314,0.661,0.626,0.765,0.601,0.320, 0.796,0.674,0.801,0.235,0.718,0.747,0.426,0.179,0.700,0.451,0.826,0.116,0.609,1,0.555,0.720,0.849,0.747,0.807,0.373, 0.689,0.896,0.454,0.232,0.627,0.588,0.658,0.150,0.599,0.743,0.627,0.120,0.314,0.555,1,0.485,0.614,0.421,0.691,0.683, 0.841,0.589,0.801,0.336,0.807,0.755,0.262,0.188,0.731,0.382,0.808,0.197,0.661,0.720,0.485,1,0.699,0.770,0.871,0.381, 0.802,0.683,0.719,0.247,0.691,0.763,0.435,0.174,0.706,0.442,0.781,0.043,0.626,0.849,0.614,0.699,1,0.775,0.799,0.391, 0.767,0.538,0.738,0.183,0.694,0.703,0.314,0.032,0.705,0.316,0.711,0.084,0.765,0.747,0.421,0.770,0.775,1,0.768,0.284, 0.887,0.782,0.846,0.360,0.850,0.843,0.445,0.301,0.799,0.551,0.875,0.263,0.601,0.807,0.691,0.871,0.799,0.768,1,0.551, 0.428,0.742,0.218,0.108,0.434,0.458,0.767,-0.053,0.459,0.855,0.386,0.012,0.320,0.373,0.683,0.381,0.391,0.284,0.551,1), 20,20) budakoglu=matrix(c(1,0.282,0.124,0.266,0.196,0.373,0.226,0.198,0.380,0.203,0.247,0.195,0.188,0.320,0.423,0.342,0.223,0.266,0.397,0.382, 0.282,1,0.371,0.182,0.223,0.139,0.432,0.326,0.280,0.276,0.453,0.352,0.230,0.325,0.324,0.189,0.352,0.415,0.396,0.405, 0.124,0.371,1,0.288,0.230,0.180,0.483,0.400,0.124,0.385,0.453,0.364,0.310,0.414,0.147,0.251,0.314,0.374,0.328,0.386, 0.266,0.182,0.288,1,0.237,0.262,0.129,0.154,0.167,0.264,0.248,0.103,0.185,0.204,0.268,0.301,0.200,0.307,0.304,0.281, 0.196,0.223,0.230,0.237,1,0.388,0.216,0.128,0.224,0.345,0.207,0.235,0.116,0.213,0.236,0.184,0.235,0.270,0.392,0.331, 0.373,0.139,0.180,0.262,0.388,1,0.170,0.300,0.283,0.304,0.107,0.285,0.245,0.283,0.251,0.357,0.094,0.256,0.307,0.263, 0.226,0.432,0.483,0.129,0.216,0.170,1,0.391,0.128,0.434,0.468,0.363,0.400,0.429,0.141,0.346,0.399,0.447,0.349,0.382, 0.198,0.326,0.400,0.154,0.128,0.300,0.391,1,0.256,0.334,0.424,0.365,0.379,0.359,0.312,0.356,0.396,0.394,0.286,0.280, 0.380,0.280,0.124,0.167,0.224,0.283,0.128,0.256,1,0.366,0.163,0.231,0.243,0.161,0.491,0.216,0.365,0.256,0.349,0.273, 0.203,0.276,0.385,0.264,0.345,0.304,0.434,0.334,0.366,1,0.368,0.310,0.313,0.232,0.276,0.454,0.310,0.318,0.515,0.447, 0.247,0.453,0.453,0.248,0.207,0.107,0.468,0.424,0.163,0.368,1,0.334,0.361,0.440,0.242,0.367,0.378,0.453,0.389,0.388, 0.195,0.352,0.364,0.103,0.235,0.285,0.363,0.365,0.231,0.310,0.334,1,0.459,0.448,0.198,0.322,0.309,0.468,0.240,0.337, 0.188,0.230,0.310,0.185,0.116,0.245,0.400,0.379,0.243,0.313,0.361,0.459,1,0.569,0.166,0.439,0.387,0.397,0.264,0.346, 0.320,0.325,0.414,0.204,0.213,0.283,0.429,0.359,0.161,0.232,0.440,0.448,0.569,1,0.172,0.424,0.373,0.475,0.326,0.391, 0.423,0.324,0.147,0.268,0.236,0.251,0.141,0.312,0.491,0.276,0.242,0.198,0.166,0.172,1,0.315,0.235,0.227,0.360,0.366, 0.342,0.189,0.251,0.301,0.184,0.357,0.346,0.356,0.216,0.454,0.367,0.322,0.439,0.424,0.315,1,0.288,0.367,0.419,0.480, 0.223,0.352,0.314,0.200,0.235,0.094,0.399,0.396,0.365,0.310,0.378,0.309,0.387,0.373,0.235,0.288,1,0.405,0.284,0.214, 0.266,0.415,0.374,0.307,0.270,0.256,0.447,0.394,0.256,0.318,0.453,0.468,0.397,0.475,0.227,0.367,0.405,1,0.369,0.359, 0.397,0.396,0.328,0.304,0.392,0.307,0.349,0.286,0.349,0.515,0.389,0.240,0.264,0.326,0.360,0.419,0.284,0.369,1,0.726, 0.382,0.405,0.386,0.281,0.331,0.263,0.382,0.280,0.273,0.447,0.388,0.337,0.346,0.391,0.366,0.480,0.214,0.359,0.726,1), 20,20) ciyin=matrix(c(1,0.246,0.289,-0.003,0.384,0.270,0.299,0.294,-0.326,0.349,0.280,-0.274,0.278,0.324,0.401,0.397,0.234,0.261,-0.370,0.301, 0.246,1,0.693,-0.125,0.183,0.125,0.458,0.158,-0.151,0.323,0.345,-0.174,0.318,0.387,0.116,0.334,0.347,0.359,-0.256,0.393, 0.289,0.693,1,-0.166,0.282,0.174,0.441,0.170,-0.115,0.301,0.414,-0.217,0.328,0.455,0.185,0.367,0.381,0.390,-0.333,0.360, -0.003,-0.125,-0.166,1,0.164,0.106,-0.127,0.103,-0.017,0.034,-0.148,0.050,-0.118,-0.144,-0.104,0.045,-0.202,-0.185,-0.056,0.011, 0.384,0.183,0.282,0.164,1,0.398,0.194,0.271,-0.267,0.166,0.193,-0.184,0.186,0.195,0.283,0.311,0.062,0.118,-0.280,0.290, 0.270,0.125,0.174,0.106,0.398,1,0.166,0.235,-0.240,0.233,0.062,-0.184,0.090,0.145,0.152,0.295,0.052,0.058,-0.386,0.374, 0.299,0.458,0.441,-0.127,0.194,0.166,1,0.048,-0.056,0.302,0.428,-0.278,0.256,0.493,0.153,0.260,0.444,0.486,-0.298,0.302, 0.294,0.158,0.170,0.103,0.271,0.235,0.048,1,-0.352,0.271,0.240,-0.108,0.138,0.173,0.232,0.237,0.103,0.081,-0.342,0.243, -0.326,-0.151,-0.115,-0.017,-0.267,-0.240,-0.056,-0.352,1,-0.308,-0.139,0.167,-0.191,-0.232,-0.261,-0.225,-0.264,-0.180,0.212,-0.193, 0.349,0.323,0.301,0.034,0.166,0.233,0.302,0.271,-0.308,1,0.173,-0.496,0.108,0.217,0.252,0.456,0.275,0.269,-0.446,0.405, 0.280,0.345,0.414,-0.148,0.193,0.062,0.428,0.240,-0.139,0.173,1,-0.254,0.342,0.559,0.191,0.193,0.471,0.466,-0.219,0.214, -0.274,-0.174,-0.217,0.050,-0.184,-0.184,-0.278,-0.108,0.167,-0.496,-0.254,1,-0.090,-0.287,-0.305,-0.263,-0.343,-0.305,0.318,-0.353, 0.278,0.318,0.328,-0.118,0.186,0.090,0.256,0.138,-0.191,0.108,0.342,-0.090,1,0.404,0.079,0.224,0.304,0.270,-0.192,0.231, 0.324,0.387,0.455,-0.144,0.195,0.145,0.493,0.173,-0.232,0.217,0.559,-0.287,0.404,1,0.218,0.327,0.525,0.544,-0.324,0.274, 0.401,0.116,0.185,-0.104,0.283,0.152,0.153,0.232,-0.261,0.252,0.191,-0.305,0.079,0.218,1,0.366,0.233,0.204,-0.306,0.243, 0.397,0.334,0.367,0.045,0.311,0.295,0.260,0.237,-0.225,0.456,0.193,-0.263,0.224,0.327,0.366,1,0.207,0.192,-0.492,0.460, 0.234,0.347,0.381,-0.202,0.062,0.052,0.444,0.103,-0.264,0.275,0.471,-0.343,0.304,0.525,0.233,0.207,1,0.603,-0.203,0.246, 0.261,0.359,0.390,-0.185,0.118,0.058,0.486,0.081,-0.180,0.269,0.466,-0.305,0.270,0.544,0.204,0.192,0.603,1,-0.163,0.236, -0.370,-0.256,-0.333,-0.056,-0.280,-0.386,-0.298,-0.342,0.212,-0.446,-0.219,0.318,-0.192,-0.324,-0.306,-0.492,-0.203,-0.163,1,-0.659, 0.301,0.393,0.360,0.011,0.290,0.374,0.302,0.243,-0.193,0.405,0.214,-0.353,0.231,0.274,0.243,0.460,0.246,0.236,-0.659,1), 20,20) fikri=matrix(c(1,0.288,0.191,0.114,0.325,0.373,0.209,0.187,0.274,0.315,0.285,0.052,0.252,0.342,0.282,0.322,0.242,0.301,0.340,0.326, 0.288,1,0.390,-0.018,0.216,0.311,0.304,0.259,0.154,0.319,0.308,0.044,0.223,0.319,0.219,0.263,0.261,0.308,0.239,0.275, 0.191,0.390,1,-0.043,0.172,0.281,0.315,0.327,0.088,0.205,0.324,0.081,0.260,0.329,0.216,0.328,0.251,0.311,0.278,0.289, 0.114,-0.018,-0.043,1,0.129,0.100,-0.014,0.011,0.083,0.073,-0.025,-0.048,-0.050,-0.010,-0.001,0.005,-0.020,-0.068,0.038,-0.028, 0.325,0.216,0.172,0.129,1,0.383,0.264,0.165,0.232,0.449,0.337,0.037,0.177,0.250,0.270,0.302,0.281,0.304,0.339,0.313, 0.373,0.311,0.281,0.100,0.383,1,0.356,0.288,0.235,0.384,0.293,0.069,0.315,0.345,0.393,0.400,0.303,0.282,0.354,0.379, 0.209,0.304,0.315,-0.014,0.264,0.356,1,0.379,0.097,0.273,0.333,0.065,0.375,0.331,0.188,0.297,0.300,0.390,0.288,0.324, 0.187,0.259,0.327,0.011,0.165,0.288,0.379,1,0.081,0.191,0.335,0.090,0.305,0.294,0.204,0.270,0.316,0.388,0.235,0.286, 0.274,0.154,0.088,0.083,0.232,0.235,0.097,0.081,1,0.264,0.136,0.090,0.124,0.194,0.294,0.176,0.264,0.175,0.198,0.228, 0.315,0.319,0.205,0.073,0.449,0.384,0.273,0.191,0.264,1,0.348,-0.012,0.234,0.241,0.337,0.432,0.212,0.270,0.428,0.427, 0.285,0.308,0.324,-0.025,0.337,0.293,0.333,0.335,0.136,0.348,1,0.096,0.412,0.441,0.294,0.333,0.393,0.452,0.334,0.354, 0.052,0.044,0.081,-0.048,0.037,0.069,0.065,0.090,0.090,-0.012,0.096,1,0.169,0.141,0.018,0.023,0.086,0.157,0.024,0.051, 0.252,0.223,0.260,-0.050,0.177,0.315,0.375,0.305,0.124,0.234,0.412,0.169,1,0.397,0.223,0.355,0.336,0.403,0.250,0.330, 0.342,0.319,0.329,-0.010,0.250,0.345,0.331,0.294,0.194,0.241,0.441,0.141,0.397,1,0.250,0.285,0.372,0.387,0.286,0.297, 0.282,0.219,0.216,-0.001,0.270,0.393,0.188,0.204,0.294,0.337,0.294,0.018,0.223,0.250,1,0.375,0.293,0.290,0.358,0.353, 0.322,0.263,0.328,0.005,0.302,0.400,0.297,0.270,0.176,0.432,0.333,0.023,0.355,0.285,0.375,1,0.279,0.341,0.481,0.495, 0.242,0.261,0.251,-0.020,0.281,0.303,0.300,0.316,0.264,0.212,0.393,0.086,0.336,0.372,0.293,0.279,1,0.420,0.305,0.334, 0.301,0.308,0.311,-0.068,0.304,0.282,0.390,0.388,0.175,0.270,0.452,0.157,0.403,0.387,0.290,0.341,0.420,1,0.359,0.378, 0.340,0.239,0.278,0.038,0.339,0.354,0.288,0.235,0.198,0.428,0.334,0.024,0.250,0.286,0.358,0.481,0.305,0.359,1,0.693, 0.326,0.275,0.289,-0.028,0.313,0.379,0.324,0.286,0.228,0.427,0.354,0.051,0.330,0.297,0.353,0.495,0.334,0.378,0.693,1), 20,20) baran=matrix(c(1,-0.090,-0.039,0.273,0.397,0.377,-0.074,0.010,0.194,0.402,-0.119,0.102,0.013,-0.138,0.291,0.339,-0.104,-0.050,0.333,0.324, -0.090,1,0.375,0.014,-0.078,-0.072,0.299,0.121,0.051,-0.192,0.230,0.091,0.066,0.149,-0.052,-0.070,0.202,0.140,-0.140,-0.088, -0.039,0.375,1,-0.006,-0.122,-0.061,0.139,0.159,0.026,-0.091,0.200,0.049,0.126,0.157,-0.059,-0.087,0.243,0.223,-0.075,-0.095, 0.273,0.014,-0.006,1,0.360,0.112,0.033,0.039,0.165,0.223,0.034,0.094,0.124,0.027,0.205,0.136,-0.008,0.031,0.238,0.263, 0.397,-0.078,-0.122,0.360,1,0.394,-0.094,0.029,0.244,0.399,-0.044,0.167,0.007,-0.053,0.311,0.363,-0.088,-0.088,0.414,0.403, 0.377,-0.072,-0.061,0.112,0.394,1,-0.066,0.123,0.192,0.355,-0.123,0.113,0.007,-0.020,0.282,0.281,-0.058,-0.087,0.302,0.283, -0.074,0.299,0.139,0.033,-0.094,-0.066,1,0.231,0.060,-0.042,0.206,0.183,0.147,0.187,-0.083,-0.133,0.207,0.176,-0.128,-0.100, 0.010,0.121,0.159,0.039,0.029,0.123,0.231,1,0.121,0.035,0.210,0.113,0.201,0.192,0.065,0.004,0.215,0.236,0.010,0.033, 0.194,0.051,0.026,0.165,0.244,0.192,0.060,0.121,1,0.250,0.128,0.220,0.158,0.099,0.181,0.098,0.010,0.077,0.213,0.199, 0.402,-0.192,-0.091,0.223,0.399,0.355,-0.042,0.035,0.250,1,-0.052,0.197,0.145,-0.023,0.347,0.388,-0.122,0.004,0.435,0.456, -0.119,0.230,0.200,0.034,-0.044,-0.123,0.206,0.210,0.128,-0.052,1,0.167,0.199,0.341,-0.089,-0.112,0.294,0.252,-0.140,-0.105, 0.102,0.091,0.049,0.094,0.167,0.113,0.183,0.113,0.220,0.197,0.167,1,0.294,0.147,0.105,0.074,-0.008,0.206,0.126,0.104, 0.013,0.066,0.126,0.124,0.007,0.007,0.147,0.201,0.158,0.145,0.199,0.294,1,0.373,0.092,-0.007,0.198,0.356,0.076,0.065, -0.138,0.149,0.157,0.027,-0.053,-0.020,0.187,0.192,0.099,-0.023,0.341,0.147,0.373,1,-0.100,-0.082,0.274,0.349,-0.095,-0.052, 0.291,-0.052,-0.059,0.205,0.311,0.282,-0.083,0.065,0.181,0.347,-0.089,0.105,0.092,-0.100,1,0.448,-0.120,-0.003,0.449,0.466, 0.339,-0.070,-0.087,0.136,0.363,0.281,-0.133,0.004,0.098,0.388,-0.112,0.074,-0.007,-0.082,0.448,1,-0.040,-0.096,0.481,0.499, -0.104,0.202,0.243,-0.008,-0.088,-0.058,0.207,0.215,0.010,-0.122,0.294,-0.008,0.198,0.274,-0.120,-0.040,1,0.459,-0.112,-0.183, -0.050,0.140,0.223,0.031,-0.088,-0.087,0.176,0.236,0.077,0.004,0.252,0.206,0.356,0.349,-0.003,-0.096,0.459,1,-0.012,-0.050, 0.333,-0.140,-0.075,0.238,0.414,0.302,-0.128,0.010,0.213,0.435,-0.140,0.126,0.076,-0.095,0.449,0.481,-0.112,-0.012,1,0.698, 0.324,-0.088,-0.095,0.263,0.403,0.283,-0.100,0.033,0.199,0.456,-0.105,0.104,0.065,-0.052,0.466,0.499,-0.183,-0.050,0.698,1), 20,20) ekinci=matrix(c(1,0.290,0.298,0.056,0.436,0.386,0.173,-0.306,0.368,0.411,0.218,0.429,0.006,0.296,0.351,0.427,0.125,0.334,0.402,0.341, 0.290,1,0.528,0.023,0.260,0.144,0.263,-0.071,0.282,0.258,0.382,0.284,0.184,0.381,0.104,0.193,0.165,0.289,0.220,0.318, 0.298,0.528,1,0.084,0.287,0.165,0.224,-0.216,0.283,0.271,0.316,0.224,0.230,0.456,0.193,0.207,0.283,0.367,0.216,0.295, 0.056,0.023,0.084,1,-0.069,0.045,0.084,0.113,0.133,-0.056,-0.046,0.072,-0.068,-0.005,0.004,-0.036,0.037,0.103,-0.026,-0.004, 0.436,0.260,0.287,-0.069,1,0.370,0.274,-0.456,0.403,0.448,0.293,0.363,0.209,0.237,0.341,0.421,0.183,0.334,0.437,0.347, 0.386,0.144,0.165,0.045,0.370,1,0.108,-0.279,0.260,0.325,0.062,0.173,0.088,0.148,0.187,0.279,-0.018,0.266,0.299,0.322, 0.173,0.263,0.224,0.084,0.274,0.108,1,-0.155,0.276,0.255,0.353,0.155,0.261,0.343,0.167,0.129,0.269,0.337,0.126,0.213, -0.306,-0.071,-0.216,0.113,-0.456,-0.279,-0.155,1,-0.375,-0.298,-0.157,-0.305,-0.113,-0.171,-0.282,-0.278,-0.094,-0.213,-0.270,-0.272, 0.368,0.282,0.283,0.133,0.403,0.260,0.276,-0.375,1,0.382,0.272,0.425,0.049,0.260,0.490,0.398,0.272,0.348,0.319,0.371, 0.411,0.258,0.271,-0.056,0.448,0.325,0.255,-0.298,0.382,1,0.219,0.327,0.008,0.177,0.343,0.397,0.049,0.341,0.443,0.410, 0.218,0.382,0.316,-0.046,0.293,0.062,0.353,-0.157,0.272,0.219,1,0.279,0.263,0.411,0.179,0.200,0.285,0.397,0.126,0.278, 0.429,0.284,0.224,0.072,0.363,0.173,0.155,-0.305,0.425,0.327,0.279,1,0.169,0.266,0.372,0.332,0.239,0.234,0.416,0.358, 0.006,0.184,0.230,-0.068,0.209,0.088,0.261,-0.113,0.049,0.008,0.263,0.169,1,0.354,0.102,0.163,0.231,0.244,0.076,0.086, 0.296,0.381,0.456,-0.005,0.237,0.148,0.343,-0.171,0.260,0.177,0.411,0.266,0.354,1,0.173,0.245,0.344,0.422,0.186,0.240, 0.351,0.104,0.193,0.004,0.341,0.187,0.167,-0.282,0.490,0.343,0.179,0.372,0.102,0.173,1,0.472,0.184,0.245,0.377,0.328, 0.427,0.193,0.207,-0.036,0.421,0.279,0.129,-0.278,0.398,0.397,0.200,0.332,0.163,0.245,0.472,1,0.153,0.258,0.431,0.328, 0.125,0.165,0.283,0.037,0.183,-0.018,0.269,-0.094,0.272,0.049,0.285,0.239,0.231,0.344,0.184,0.153,1,0.398,0.198,0.192, 0.334,0.289,0.367,0.103,0.334,0.266,0.337,-0.213,0.348,0.341,0.397,0.234,0.244,0.422,0.245,0.258,0.398,1,0.327,0.337, 0.402,0.220,0.216,-0.026,0.437,0.299,0.126,-0.270,0.319,0.443,0.126,0.416,0.076,0.186,0.377,0.431,0.198,0.327,1,0.669, 0.341,0.318,0.295,-0.004,0.347,0.322,0.213,-0.272,0.371,0.410,0.278,0.358,0.086,0.240,0.328,0.328,0.192,0.337,0.669,1), 20,20) yazicilar=matrix(c(1,0.379,0.313,0.015,0.385,0.384,0.304,0.127,0.217,0.323,0.293,0.101,0.230,0.357,0.306,0.375,0.322,0.314,0.296,0.362, 0.379,1,0.605,-0.094,0.273,0.257,0.430,0.207,0.284,0.395,0.293,0.165,0.153,0.337,0.241,0.363,0.325,0.357,0.341,0.342, 0.313,0.605,1,-0.108,0.216,0.174,0.431,0.204,0.236,0.330,0.278,0.216,0.246,0.295,0.259,0.351,0.348,0.392,0.279,0.299, 0.015,-0.094,-0.108,1,0.087,0.010,-0.014,-0.087,0.006,-0.029,-0.075,-0.143,-0.099,-0.032,-0.025,-0.053,-0.060,-0.096,0.009,0.000, 0.385,0.273,0.216,0.087,1,0.444,0.240,0.117,0.155,0.397,0.169,0.035,0.110,0.242,0.156,0.260,0.147,0.213,0.317,0.209, 0.384,0.257,0.174,0.010,0.444,1,0.209,0.081,0.244,0.416,0.208,0.039,0.071,0.238,0.183,0.337,0.118,0.257,0.334,0.353, 0.304,0.430,0.431,-0.014,0.240,0.209,1,0.347,0.177,0.216,0.368,0.180,0.323,0.447,0.087,0.265,0.391,0.447,0.261,0.223, 0.127,0.207,0.204,-0.087,0.117,0.081,0.347,1,0.048,0.199,0.291,0.158,0.303,0.225,0.045,0.175,0.209,0.256,0.158,0.143, 0.217,0.284,0.236,0.006,0.155,0.244,0.177,0.048,1,0.292,0.163,0.039,0.029,0.166,0.242,0.217,0.265,0.238,0.317,0.328, 0.323,0.395,0.330,-0.029,0.397,0.416,0.216,0.199,0.292,1,0.288,0.076,0.116,0.294,0.307,0.463,0.229,0.263,0.488,0.491, 0.293,0.293,0.278,-0.075,0.169,0.208,0.368,0.291,0.163,0.288,1,0.216,0.254,0.478,0.191,0.275,0.392,0.424,0.250,0.304, 0.101,0.165,0.216,-0.143,0.035,0.039,0.180,0.158,0.039,0.076,0.216,1,0.356,0.235,0.101,0.196,0.212,0.206,0.103,0.118, 0.230,0.153,0.246,-0.099,0.110,0.071,0.323,0.303,0.029,0.116,0.254,0.356,1,0.381,0.167,0.262,0.328,0.400,0.173,0.196, 0.357,0.337,0.295,-0.032,0.242,0.238,0.447,0.225,0.166,0.294,0.478,0.235,0.381,1,0.290,0.360,0.443,0.439,0.351,0.339, 0.306,0.241,0.259,-0.025,0.156,0.183,0.087,0.045,0.242,0.307,0.191,0.101,0.167,0.290,1,0.357,0.275,0.204,0.419,0.384, 0.375,0.363,0.351,-0.053,0.260,0.337,0.265,0.175,0.217,0.463,0.275,0.196,0.262,0.360,0.357,1,0.268,0.314,0.507,0.466, 0.322,0.325,0.348,-0.060,0.147,0.118,0.391,0.209,0.265,0.229,0.392,0.212,0.328,0.443,0.275,0.268,1,0.444,0.265,0.313, 0.314,0.357,0.392,-0.096,0.213,0.257,0.447,0.256,0.238,0.263,0.424,0.206,0.400,0.439,0.204,0.314,0.444,1,0.350,0.327, 0.296,0.341,0.279,0.009,0.317,0.334,0.261,0.158,0.317,0.488,0.250,0.103,0.173,0.351,0.419,0.507,0.265,0.350,1,0.604, 0.362,0.342,0.299,0.000,0.209,0.353,0.223,0.143,0.328,0.491,0.304,0.118,0.196,0.339,0.384,0.466,0.313,0.327,0.604,1), 20,20) arcan=matrix(c(1,-0.320,-0.251,0.195,0.424,0.408,-0.197,-0.165,0.437,0.380,-0.317,-0.196,-0.208,-0.265,0.387,0.443,-0.231,-0.229,0.435,0.398, -0.320,1,0.572,-0.161,-0.272,-0.189,0.357,0.329,-0.230,-0.265,0.473,0.263,0.228,0.395,-0.250,-0.297,0.354,0.324,-0.320,-0.250, -0.251,0.572,1,-0.133,-0.287,-0.160,0.358,0.266,-0.182,-0.261,0.358,0.228,0.219,0.418,-0.221,-0.271,0.299,0.353,-0.342,-0.316, 0.195,-0.161,-0.133,1,0.328,0.160,-0.078,-0.035,0.168,0.199,-0.130,-0.120,-0.108,-0.167,0.189,0.221,-0.163,-0.273,0.188,0.164, 0.424,-0.272,-0.287,0.328,1,0.440,-0.209,-0.110,0.371,0.352,-0.262,-0.152,-0.196,-0.254,0.276,0.432,-0.178,-0.296,0.413,0.413, 0.408,-0.189,-0.160,0.160,0.440,1,-0.185,-0.145,0.302,0.368,-0.256,-0.125,-0.264,-0.204,0.327,0.384,-0.150,-0.237,0.348,0.376, -0.197,0.357,0.358,-0.078,-0.209,-0.185,1,0.377,-0.207,-0.255,0.410,0.314,0.317,0.323,-0.226,-0.348,0.341,0.365,-0.253,-0.250, -0.165,0.329,0.266,-0.035,-0.110,-0.145,0.377,1,-0.126,-0.200,0.333,0.192,0.280,0.319,-0.123,-0.133,0.275,0.346,-0.157,-0.104, 0.437,-0.230,-0.182,0.168,0.371,0.302,-0.207,-0.126,1,0.380,-0.289,-0.224,-0.171,-0.288,0.419,0.323,-0.268,-0.242,0.399,0.349, 0.380,-0.265,-0.261,0.199,0.352,0.368,-0.255,-0.200,0.380,1,-0.279,-0.186,-0.143,-0.277,0.320,0.503,-0.103,-0.261,0.498,0.462, -0.317,0.473,0.358,-0.130,-0.262,-0.256,0.410,0.333,-0.289,-0.279,1,0.229,0.311,0.502,-0.266,-0.326,0.366,0.397,-0.318,-0.167, -0.196,0.263,0.228,-0.120,-0.152,-0.125,0.314,0.192,-0.224,-0.186,0.229,1,0.349,0.371,-0.189,-0.232,0.315,0.323,-0.212,-0.171, -0.208,0.228,0.219,-0.108,-0.196,-0.264,0.317,0.280,-0.171,-0.143,0.311,0.349,1,0.394,-0.245,-0.301,0.331,0.373,-0.184,-0.219, -0.265,0.395,0.418,-0.167,-0.254,-0.204,0.323,0.319,-0.288,-0.277,0.502,0.371,0.394,1,-0.255,-0.381,0.442,0.528,-0.326,-0.220, 0.387,-0.250,-0.221,0.189,0.276,0.327,-0.226,-0.123,0.419,0.320,-0.266,-0.189,-0.245,-0.255,1,0.459,-0.288,-0.230,0.441,0.436, 0.443,-0.297,-0.271,0.221,0.432,0.384,-0.348,-0.133,0.323,0.503,-0.326,-0.232,-0.301,-0.381,0.459,1,-0.281,-0.296,0.562,0.602, -0.231,0.354,0.299,-0.163,-0.178,-0.150,0.341,0.275,-0.268,-0.103,0.366,0.315,0.331,0.442,-0.288,-0.281,1,0.467,-0.260,-0.227, -0.229,0.324,0.353,-0.273,-0.296,-0.237,0.365,0.346,-0.242,-0.261,0.397,0.323,0.373,0.528,-0.230,-0.296,0.467,1,-0.356,-0.265, 0.435,-0.320,-0.342,0.188,0.413,0.348,-0.253,-0.157,0.399,0.498,-0.318,-0.212,-0.184,-0.326,0.441,0.562,-0.260,-0.356,1,0.737, 0.398,-0.250,-0.316,0.164,0.413,0.376,-0.250,-0.104,0.349,0.462,-0.167,-0.171,-0.219,-0.220,0.436,0.602,-0.227,-0.265,0.737,1), 20,20) certel=matrix(c(1,-0.047,0.073,-0.058,0.478,0.381,-0.116,-0.050,0.299,0.534,-0.224,0.103,-0.038,-0.138,0.445,0.389,-0.014,-0.058,0.488,0.492, -0.047,1,0.391,-0.086,-0.128,-0.116,0.352,0.190,0.094,-0.064,0.423,0.092,0.310,0.236,-0.150,-0.058,0.244,0.358,-0.026,-0.024, 0.073,0.391,1,0.040,-0.104,-0.124,0.383,0.239,0.178,0.005,0.342,-0.050,0.273,0.271,-0.017,-0.146,0.272,0.296,0.018,0.005, -0.058,-0.086,0.040,1,0.116,0.051,0.055,-0.098,0.164,-0.039,0.004,-0.048,-0.023,0.034,0.100,0.060,-0.005,0.028,0.080,0.013, 0.478,-0.128,-0.104,0.116,1,0.402,-0.293,-0.042,0.249,0.512,-0.266,0.114,0.082,0.041,0.502,0.507,-0.032,-0.082,0.507,0.516, 0.381,-0.116,-0.124,0.051,0.402,1,-0.139,-0.014,0.063,0.532,-0.205,0.219,-0.030,-0.054,0.383,0.374,-0.031,-0.070,0.377,0.403, -0.116,0.352,0.383,0.055,-0.293,-0.139,1,0.265,0.064,-0.193,0.413,0.110,0.318,0.326,-0.117,-0.080,0.222,0.392,-0.106,-0.055, -0.050,0.190,0.239,-0.098,-0.042,-0.014,0.265,1,0.022,-0.020,0.364,0.079,0.175,0.218,-0.128,-0.095,0.142,0.312,-0.059,-0.013, 0.299,0.094,0.178,0.164,0.249,0.063,0.064,0.022,1,0.256,0.003,0.000,0.120,0.092,0.264,0.181,0.049,0.070,0.186,0.181, 0.534,-0.064,0.005,-0.039,0.512,0.532,-0.193,-0.020,0.256,1,-0.210,0.266,-0.049,-0.009,0.556,0.471,0.035,-0.028,0.518,0.539, -0.224,0.423,0.342,0.004,-0.266,-0.205,0.413,0.364,0.003,-0.210,1,-0.045,0.373,0.434,-0.253,-0.189,0.360,0.552,-0.129,-0.134, 0.103,0.092,-0.050,-0.048,0.114,0.219,0.110,0.079,0.000,0.266,-0.045,1,0.125,0.054,0.149,0.131,0.149,0.170,0.131,0.124, -0.038,0.310,0.273,-0.023,0.082,-0.030,0.318,0.175,0.120,-0.049,0.373,0.125,1,0.321,-0.029,-0.038,0.270,0.370,0.037,0.007, -0.138,0.236,0.271,0.034,0.041,-0.054,0.326,0.218,0.092,-0.009,0.434,0.054,0.321,1,-0.068,-0.058,0.401,0.429,-0.071,-0.062, 0.445,-0.150,-0.017,0.100,0.502,0.383,-0.117,-0.128,0.264,0.556,-0.253,0.149,-0.029,-0.068,1,0.485,-0.056,-0.201,0.428,0.430, 0.389,-0.058,-0.146,0.060,0.507,0.374,-0.080,-0.095,0.181,0.471,-0.189,0.131,-0.038,-0.058,0.485,1,-0.021,-0.176,0.570,0.630, -0.014,0.244,0.272,-0.005,-0.032,-0.031,0.222,0.142,0.049,0.035,0.360,0.149,0.270,0.401,-0.056,-0.021,1,0.443,-0.078,-0.082, -0.058,0.358,0.296,0.028,-0.082,-0.070,0.392,0.312,0.070,-0.028,0.552,0.170,0.370,0.429,-0.201,-0.176,0.443,1,-0.214,-0.126, 0.488,-0.026,0.018,0.080,0.507,0.377,-0.106,-0.059,0.186,0.518,-0.129,0.131,0.037,-0.071,0.428,0.570,-0.078,-0.214,1,0.720, 0.492,-0.024,0.005,0.013,0.516,0.403,-0.055,-0.013,0.181,0.539,-0.134,0.124,0.007,-0.062,0.430,0.630,-0.082,-0.126,0.720,1), 20,20) ciftci=matrix(c(1,0.254,0.155,0.033,0.342,0.391,0.218,0.233,0.277,0.352,0.190,0.005,0.126,0.258,0.362,0.283,0.193,0.148,0.439,0.370, 0.254,1,0.464,-0.064,0.224,0.159,0.243,0.170,0.152,0.184,0.266,0.139,0.217,0.306,0.267,0.127,0.165,0.164,0.242,0.282, 0.155,0.464,1,-0.111,0.175,0.149,0.252,0.218,0.160,0.199,0.301,0.096,0.279,0.275,0.253,0.206,0.254,0.226,0.265,0.310, 0.033,-0.064,-0.111,1,0.106,0.130,-0.058,0.051,0.065,0.051,-0.071,0.018,-0.113,-0.014,0.053,0.076,-0.066,-0.035,0.066,0.062, 0.342,0.224,0.175,0.106,1,0.345,0.124,0.158,0.243,0.318,0.167,-0.022,0.030,0.158,0.273,0.232,0.227,0.159,0.401,0.304, 0.391,0.159,0.149,0.130,0.345,1,0.090,0.161,0.203,0.410,0.149,0.006,0.116,0.206,0.324,0.262,0.188,0.120,0.334,0.256, 0.218,0.243,0.252,-0.058,0.124,0.090,1,0.306,0.041,0.100,0.259,0.131,0.346,0.359,0.133,0.198,0.239,0.276,0.168,0.226, 0.233,0.170,0.218,0.051,0.158,0.161,0.306,1,0.036,0.187,0.311,0.128,0.216,0.375,0.145,0.283,0.255,0.256,0.209,0.167, 0.277,0.152,0.160,0.065,0.243,0.203,0.041,0.036,1,0.256,0.159,0.028,-0.028,0.076,0.330,0.154,0.212,0.154,0.283,0.272, 0.352,0.184,0.199,0.051,0.318,0.410,0.100,0.187,0.256,1,0.174,0.009,0.168,0.190,0.326,0.415,0.193,0.182,0.548,0.436, 0.190,0.266,0.301,-0.071,0.167,0.149,0.259,0.311,0.159,0.174,1,0.162,0.235,0.363,0.209,0.156,0.299,0.356,0.199,0.197, 0.005,0.139,0.096,0.018,-0.022,0.006,0.131,0.128,0.028,0.009,0.162,1,0.207,0.225,0.045,0.077,0.128,0.136,0.060,0.114, 0.126,0.217,0.279,-0.113,0.030,0.116,0.346,0.216,-0.028,0.168,0.235,0.207,1,0.379,0.155,0.221,0.237,0.302,0.174,0.239, 0.258,0.306,0.275,-0.014,0.158,0.206,0.359,0.375,0.076,0.190,0.363,0.225,0.379,1,0.200,0.256,0.316,0.345,0.296,0.264, 0.362,0.267,0.253,0.053,0.273,0.324,0.133,0.145,0.330,0.326,0.209,0.045,0.155,0.200,1,0.313,0.228,0.145,0.467,0.399, 0.283,0.127,0.206,0.076,0.232,0.262,0.198,0.283,0.154,0.415,0.156,0.077,0.221,0.256,0.313,1,0.191,0.189,0.541,0.514, 0.193,0.165,0.254,-0.066,0.227,0.188,0.239,0.255,0.212,0.193,0.299,0.128,0.237,0.316,0.228,0.191,1,0.397,0.209,0.226, 0.148,0.164,0.226,-0.035,0.159,0.120,0.276,0.256,0.154,0.182,0.356,0.136,0.302,0.345,0.145,0.189,0.397,1,0.190,0.210, 0.439,0.242,0.265,0.066,0.401,0.334,0.168,0.209,0.283,0.548,0.199,0.060,0.174,0.296,0.467,0.541,0.209,0.190,1,0.732, 0.370,0.282,0.310,0.062,0.304,0.256,0.226,0.167,0.272,0.436,0.197,0.114,0.239,0.264,0.399,0.514,0.226,0.210,0.732,1), 20,20) golcu=matrix(c(1,0.346,0.678,0.568,0.364,0.512,0.296,0.520,0.536,0.287,0.416,0.559,0.456,0.515,0.409,0.427,0.477,0.484,0.359,0.173, 0.346,1,0.335,0.409,0.277,0.343,0.216,0.292,0.274,0.279,0.395,0.283,0.354,0.325,0.277,0.239,0.327,0.298,0.282,0.215, 0.678,0.335,1,0.486,0.438,0.482,0.353,0.532,0.512,0.285,0.387,0.586,0.418,0.560,0.378,0.473,0.442,0.484,0.311,0.251, 0.568,0.409,0.486,1,0.229,0.586,0.337,0.513,0.425,0.290,0.477,0.453,0.414,0.419,0.449,0.364,0.481,0.375,0.317,0.134, 0.364,0.277,0.438,0.229,1,0.254,0.410,0.305,0.371,0.251,0.315,0.366,0.324,0.376,0.208,0.372,0.347,0.411,0.248,0.178, 0.512,0.343,0.482,0.586,0.254,1,0.219,0.613,0.328,0.338,0.469,0.432,0.446,0.416,0.381,0.365,0.445,0.329,0.378,0.080, 0.296,0.216,0.353,0.337,0.410,0.219,1,0.317,0.358,0.205,0.266,0.294,0.248,0.342,0.256,0.355,0.261,0.387,0.212,0.263, 0.520,0.292,0.532,0.513,0.305,0.613,0.317,1,0.285,0.322,0.408,0.445,0.473,0.332,0.439,0.390,0.484,0.333,0.325,0.058, 0.536,0.274,0.512,0.425,0.371,0.328,0.358,0.285,1,0.146,0.268,0.470,0.262,0.424,0.351,0.377,0.360,0.444,0.252,0.173, 0.287,0.279,0.285,0.290,0.251,0.338,0.205,0.322,0.146,1,0.364,0.274,0.309,0.261,0.207,0.215,0.287,0.213,0.238,0.152, 0.416,0.395,0.387,0.477,0.315,0.469,0.266,0.408,0.268,0.364,1,0.389,0.431,0.416,0.403,0.333,0.464,0.375,0.361,0.171, 0.559,0.283,0.586,0.453,0.366,0.432,0.294,0.445,0.470,0.274,0.389,1,0.409,0.557,0.373,0.449,0.398,0.455,0.279,0.160, 0.456,0.354,0.418,0.414,0.324,0.446,0.248,0.473,0.262,0.309,0.431,0.409,1,0.440,0.402,0.446,0.450,0.440,0.441,0.143, 0.515,0.325,0.560,0.419,0.376,0.416,0.342,0.332,0.424,0.261,0.416,0.557,0.440,1,0.357,0.488,0.405,0.529,0.406,0.236, 0.409,0.277,0.378,0.449,0.208,0.381,0.256,0.439,0.351,0.207,0.403,0.373,0.402,0.357,1,0.324,0.514,0.367,0.354,0.127, 0.427,0.239,0.473,0.364,0.372,0.365,0.355,0.390,0.377,0.215,0.333,0.449,0.446,0.488,0.324,1,0.386,0.563,0.370,0.253, 0.477,0.327,0.442,0.481,0.347,0.445,0.261,0.484,0.360,0.287,0.464,0.398,0.450,0.405,0.514,0.386,1,0.442,0.428,0.206, 0.484,0.298,0.484,0.375,0.411,0.329,0.387,0.333,0.444,0.213,0.375,0.455,0.440,0.529,0.367,0.563,0.442,1,0.403,0.266, 0.359,0.282,0.311,0.317,0.248,0.378,0.212,0.325,0.252,0.238,0.361,0.279,0.441,0.406,0.354,0.370,0.428,0.403,1,0.146, 0.173,0.215,0.251,0.134,0.178,0.080,0.263,0.058,0.173,0.152,0.171,0.160,0.143,0.236,0.127,0.253,0.206,0.266,0.146,1), 20,20) kapkiran16=matrix(c(1,0.285,-0.029,0.170,0.477,0.598,0.357,0.069,0.484,0.408,0.137,0.356,0.228,0.175,0.436,0.572,0.276,-0.019,0.489,0.470, 0.285,1,0.511,0.218,0.443,0.383,0.352,0.316,0.042,0.163,0.347,0.600,0.405,0.044,0.358,0.261,0.258,0.398,0.415,0.296, -0.029,0.511,1,0.301,0.328,0.470,0.394,0.244,-0.002,0.354,0.491,0.415,0.370,0.426,0.147,0.315,0.430,0.493,0.473,0.341, 0.170,0.218,0.301,1,0.297,0.125,0.079,-0.081,-0.083,0.477,0.197,0.129,0.113,-0.046,0.110,0.292,0.105,0.275,0.334,0.262, 0.477,0.443,0.328,0.297,1,0.608,0.329,-0.148,0.376,0.305,0.277,0.374,0.232,0.213,0.418,0.529,0.365,0.247,0.416,0.351, 0.598,0.383,0.470,0.125,0.608,1,0.382,0.170,0.389,0.433,0.328,0.391,0.409,0.298,0.407,0.693,0.322,0.211,0.733,0.599, 0.357,0.352,0.394,0.079,0.329,0.382,1,0.170,0.299,0.178,0.333,0.563,0.480,0.358,0.391,0.354,0.347,0.100,0.332,0.124, 0.069,0.316,0.244,-0.081,-0.148,0.170,0.170,1,-0.160,0.120,0.252,0.364,0.233,0.145,0.072,-0.036,0.037,0.219,0.115,0.092, 0.484,0.042,-0.002,-0.083,0.376,0.389,0.299,-0.160,1,0.283,0.196,0.170,0.316,0.216,0.559,0.484,0.414,-0.004,0.493,0.372, 0.408,0.163,0.354,0.477,0.305,0.433,0.178,0.120,0.283,1,0.145,0.131,0.041,0.120,0.365,0.670,0.019,0.103,0.600,0.456, 0.137,0.347,0.491,0.197,0.277,0.328,0.333,0.252,0.196,0.145,1,0.470,0.573,0.656,0.124,0.145,0.770,0.581,0.459,0.250, 0.356,0.600,0.415,0.129,0.374,0.391,0.563,0.364,0.170,0.131,0.470,1,0.458,0.314,0.281,0.210,0.419,0.531,0.273,0.222, 0.228,0.405,0.370,0.113,0.232,0.409,0.480,0.233,0.316,0.041,0.573,0.458,1,0.427,0.249,0.215,0.635,0.428,0.392,0.158, 0.175,0.044,0.426,-0.046,0.213,0.298,0.358,0.145,0.216,0.120,0.656,0.314,0.427,1,0.161,0.156,0.699,0.476,0.330,0.130, 0.436,0.358,0.147,0.110,0.418,0.407,0.391,0.072,0.559,0.365,0.124,0.281,0.249,0.161,1,0.459,0.106,-0.158,0.486,0.263, 0.572,0.261,0.315,0.292,0.529,0.693,0.354,-0.036,0.484,0.670,0.145,0.210,0.215,0.156,0.459,1,0.129,0.092,0.711,0.507, 0.276,0.258,0.430,0.105,0.365,0.322,0.347,0.037,0.414,0.019,0.770,0.419,0.635,0.699,0.106,0.129,1,0.535,0.381,0.183, -0.019,0.398,0.493,0.275,0.247,0.211,0.100,0.219,-0.004,0.103,0.581,0.531,0.428,0.476,-0.158,0.092,0.535,1,0.246,0.257, 0.489,0.415,0.473,0.334,0.416,0.733,0.332,0.115,0.493,0.600,0.459,0.273,0.392,0.330,0.486,0.711,0.381,0.246,1,0.793, 0.470,0.296,0.341,0.262,0.351,0.599,0.124,0.092,0.372,0.456,0.250,0.222,0.158,0.130,0.263,0.507,0.183,0.257,0.793,1), 20,20) karababa=matrix(c(1,0.419,0.258,0.265,0.383,0.394,0.353,0.281,0.364,0.320,0.292,0.298,0.280,0.388,0.354,0.355,0.324,0.356,0.413,0.382, 0.419,1,0.382,0.207,0.397,0.251,0.403,0.291,0.302,0.282,0.371,0.241,0.264,0.380,0.325,0.297,0.321,0.399,0.424,0.391, 0.258,0.382,1,0.183,0.249,0.164,0.304,0.294,0.173,0.287,0.240,0.265,0.288,0.302,0.209,0.307,0.274,0.306,0.397,0.446, 0.265,0.207,0.183,1,0.229,0.133,0.201,0.124,0.219,0.216,0.147,0.135,0.129,0.156,0.170,0.211,0.243,0.181,0.241,0.238, 0.383,0.397,0.249,0.229,1,0.349,0.401,0.265,0.320,0.312,0.320,0.244,0.263,0.340,0.281,0.297,0.318,0.357,0.420,0.336, 0.394,0.251,0.164,0.133,0.349,1,0.321,0.261,0.263,0.329,0.253,0.192,0.253,0.316,0.290,0.329,0.207,0.314,0.372,0.371, 0.353,0.403,0.304,0.201,0.401,0.321,1,0.368,0.228,0.361,0.405,0.330,0.335,0.435,0.202,0.331,0.324,0.460,0.418,0.407, 0.281,0.291,0.294,0.124,0.265,0.261,0.368,1,0.177,0.250,0.366,0.264,0.349,0.375,0.174,0.303,0.217,0.365,0.288,0.315, 0.364,0.302,0.173,0.219,0.320,0.263,0.228,0.177,1,0.269,0.192,0.281,0.264,0.311,0.414,0.297,0.331,0.224,0.339,0.321, 0.320,0.282,0.287,0.216,0.312,0.329,0.361,0.250,0.269,1,0.263,0.238,0.282,0.264,0.215,0.431,0.198,0.298,0.461,0.451, 0.292,0.371,0.240,0.147,0.320,0.253,0.405,0.366,0.192,0.263,1,0.226,0.322,0.473,0.243,0.253,0.346,0.498,0.324,0.254, 0.298,0.241,0.265,0.135,0.244,0.192,0.330,0.264,0.281,0.238,0.226,1,0.284,0.289,0.216,0.271,0.219,0.278,0.302,0.328, 0.280,0.264,0.288,0.129,0.263,0.253,0.335,0.349,0.264,0.282,0.322,0.284,1,0.499,0.174,0.489,0.307,0.396,0.353,0.394, 0.388,0.380,0.302,0.156,0.340,0.316,0.435,0.375,0.311,0.264,0.473,0.289,0.499,1,0.226,0.423,0.399,0.515,0.397,0.342, 0.354,0.325,0.209,0.170,0.281,0.290,0.202,0.174,0.414,0.215,0.243,0.216,0.174,0.226,1,0.244,0.367,0.227,0.366,0.325, 0.355,0.297,0.307,0.211,0.297,0.329,0.331,0.303,0.297,0.431,0.253,0.271,0.489,0.423,0.244,1,0.275,0.421,0.474,0.537, 0.324,0.321,0.274,0.243,0.318,0.207,0.324,0.217,0.331,0.198,0.346,0.219,0.307,0.399,0.367,0.275,1,0.404,0.378,0.328, 0.356,0.399,0.306,0.181,0.357,0.314,0.460,0.365,0.224,0.298,0.498,0.278,0.396,0.515,0.227,0.421,0.404,1,0.442,0.450, 0.413,0.424,0.397,0.241,0.420,0.372,0.418,0.288,0.339,0.461,0.324,0.302,0.353,0.397,0.366,0.474,0.378,0.442,1,0.743, 0.382,0.391,0.446,0.238,0.336,0.371,0.407,0.315,0.321,0.451,0.254,0.328,0.394,0.342,0.325,0.537,0.328,0.450,0.743,1), 20,20) mercan=matrix(c(1,0.337,0.313,0.175,0.475,0.423,0.351,0.267,0.267,0.286,0.324,0.154,0.265,0.394,0.290,0.424,0.156,0.378,0.438,0.417, 0.337,1,0.509,0.063,0.424,0.195,0.384,0.180,0.159,0.354,0.433,0.205,0.281,0.324,0.276,0.294,0.164,0.355,0.376,0.390, 0.313,0.509,1,0.042,0.301,0.206,0.320,0.266,0.074,0.296,0.372,0.101,0.353,0.319,0.186,0.451,0.114,0.368,0.397,0.474, 0.175,0.063,0.042,1,0.152,0.128,-0.078,0.066,0.079,0.074,-0.009,-0.055,0.103,0.093,0.004,0.127,-0.006,0.087,0.121,0.154, 0.475,0.424,0.301,0.152,1,0.423,0.395,0.140,0.225,0.411,0.367,0.115,0.243,0.270,0.265,0.367,0.245,0.307,0.443,0.483, 0.423,0.195,0.206,0.128,0.423,1,0.201,0.240,0.290,0.252,0.213,0.068,0.235,0.189,0.232,0.318,0.165,0.271,0.329,0.373, 0.351,0.384,0.320,-0.078,0.395,0.201,1,0.292,0.052,0.264,0.383,0.261,0.370,0.447,0.149,0.224,0.210,0.325,0.296,0.291, 0.267,0.180,0.266,0.066,0.140,0.240,0.292,1,0.063,0.207,0.339,0.135,0.329,0.365,0.195,0.255,0.141,0.324,0.189,0.245, 0.267,0.159,0.074,0.079,0.225,0.290,0.052,0.063,1,0.240,0.107,-0.011,0.044,0.093,0.279,0.200,0.172,0.163,0.221,0.229, 0.286,0.354,0.296,0.074,0.411,0.252,0.264,0.207,0.240,1,0.271,0.109,0.200,0.263,0.194,0.457,0.108,0.359,0.387,0.481, 0.324,0.433,0.372,-0.009,0.367,0.213,0.383,0.339,0.107,0.271,1,0.185,0.354,0.438,0.325,0.298,0.336,0.486,0.271,0.267, 0.154,0.205,0.101,-0.055,0.115,0.068,0.261,0.135,-0.011,0.109,0.185,1,0.171,0.224,0.087,0.020,0.080,0.104,0.025,0.053, 0.265,0.281,0.353,0.103,0.243,0.235,0.370,0.329,0.044,0.200,0.354,0.171,1,0.529,0.214,0.405,0.304,0.486,0.336,0.381, 0.394,0.324,0.319,0.093,0.270,0.189,0.447,0.365,0.093,0.263,0.438,0.224,0.529,1,0.221,0.333,0.356,0.494,0.294,0.322, 0.290,0.276,0.186,0.004,0.265,0.232,0.149,0.195,0.279,0.194,0.325,0.087,0.214,0.221,1,0.271,0.299,0.284,0.343,0.362, 0.424,0.294,0.451,0.127,0.367,0.318,0.224,0.255,0.200,0.457,0.298,0.020,0.405,0.333,0.271,1,0.144,0.406,0.560,0.612, 0.156,0.164,0.114,-0.006,0.245,0.165,0.210,0.141,0.172,0.108,0.336,0.080,0.304,0.356,0.299,0.144,1,0.348,0.210,0.212, 0.378,0.355,0.368,0.087,0.307,0.271,0.325,0.324,0.163,0.359,0.486,0.104,0.486,0.494,0.284,0.406,0.348,1,0.312,0.401, 0.438,0.376,0.397,0.121,0.443,0.329,0.296,0.189,0.221,0.387,0.271,0.025,0.336,0.294,0.343,0.560,0.210,0.312,1,0.829, 0.417,0.390,0.474,0.154,0.483,0.373,0.291,0.245,0.229,0.481,0.267,0.053,0.381,0.322,0.362,0.612,0.212,0.401,0.829,1), 20,20) mine=matrix(c(1,-0.337,-0.270,0.037,0.422,0.437,-0.243,0.350,0.321,0.352,-0.255,-0.149,-0.218,-0.348,0.377,0.309,-0.256,-0.274,0.394,0.386, -0.337,1,0.621,-0.037,-0.388,-0.235,0.375,-0.351,-0.235,-0.216,0.458,0.257,0.217,0.361,-0.273,-0.307,0.277,0.366,-0.407,-0.386, -0.270,0.621,1,0.025,-0.284,-0.211,0.475,-0.291,-0.159,-0.255,0.491,0.186,0.282,0.359,-0.183,-0.306,0.298,0.381,-0.341,-0.320, 0.037,-0.037,0.025,1,0.134,0.063,0.004,0.053,0.105,0.076,-0.035,-0.002,-0.052,-0.058,0.09,0.035,-0.03,0.043,0.015,0.004, 0.422,-0.388,-0.284,0.134,1,0.411,-0.307,0.369,0.254,0.323,-0.288,-0.216,-0.260,-0.192,0.209,0.349,-0.086,-0.331,0.343,0.386, 0.437,-0.235,-0.211,0.063,0.411,1,-0.230,0.411,0.239,0.319,-0.186,-0.102,-0.158,-0.232,0.329,0.370,-0.085,-0.276,0.307,0.319, -0.243,0.375,0.475,0.004,-0.307,-0.230,1,-0.261,-0.117,-0.239,0.397,0.249,0.378,0.403,-0.132,-0.333,0.325,0.405,-0.251,-0.274, 0.350,-0.351,-0.291,0.053,0.369,0.411,-0.261,1,0.382,0.383,-0.332,-0.186,-0.243,-0.222,0.333,0.279,-0.222,-0.326,0.400,0.368, 0.321,-0.235,-0.159,0.105,0.254,0.239,-0.117,0.382,1,0.330,-0.159,-0.098,-0.173,-0.183,0.331,0.134,-0.344,-0.254,0.328,0.259, 0.352,-0.216,-0.255,0.076,0.323,0.319,-0.239,0.383,0.330,1,-0.269,-0.072,-0.284,-0.338,0.255,0.488,-0.167,-0.305,0.604,0.599, -0.255,0.458,0.491,-0.035,-0.288,-0.186,0.397,-0.332,-0.159,-0.269,1,0.335,0.383,0.482,-0.191,-0.219,0.404,0.466,-0.312,-0.313, -0.149,0.257,0.186,-0.002,-0.216,-0.102,0.249,-0.186,-0.098,-0.072,0.335,1,0.280,0.256,-0.09,-0.102,0.214,0.273,-0.059,-0.073, -0.218,0.217,0.282,-0.052,-0.260,-0.158,0.378,-0.243,-0.173,-0.284,0.383,0.280,1,0.396,-0.152,-0.390,0.309,0.505,-0.335,-0.313, -0.348,0.361,0.359,-0.058,-0.192,-0.232,0.403,-0.222,-0.183,-0.338,0.482,0.256,0.396,1,-0.167,-0.333,0.478,0.529,-0.420,-0.430, 0.377,-0.273,-0.183,0.09,0.209,0.329,-0.132,0.333,0.331,0.255,-0.191,-0.09,-0.152,-0.167,1,0.246,-0.300,-0.233,0.347,0.292, 0.309,-0.307,-0.306,0.035,0.349,0.370,-0.333,0.279,0.134,0.488,-0.219,-0.102,-0.390,-0.333,0.246,1,-0.121,-0.372,0.435,0.502, -0.256,0.277,0.298,-0.03,-0.086,-0.085,0.325,-0.222,-0.344,-0.167,0.404,0.214,0.309,0.478,-0.300,-0.121,1,0.460,-0.246,-0.20, -0.274,0.366,0.381,0.043,-0.331,-0.276,0.405,-0.326,-0.254,-0.305,0.466,0.273,0.505,0.529,-0.233,-0.372,0.460,1,-0.478,-0.487, 0.394,-0.407,-0.341,0.015,0.343,0.307,-0.251,0.400,0.328,0.604,-0.312,-0.059,-0.335,-0.420,0.347,0.435,-0.246,-0.478,1,0.828, 0.386,-0.386,-0.320,0.004,0.386,0.319,-0.274,0.368,0.259,0.599,-0.313,-0.073,-0.313,-0.430,0.292,0.502,-0.200,-0.487,0.828,1), 20,20) saricam=matrix(c(1,0.382,0.377,0.325,0.615,0.606,0.175,0.285,0.666,0.703,0.301,-0.249,0.212,0.273,0.621,0.594,0.345,0.224,0.710,0.681, 0.382,1,0.849,-0.072,0.326,0.231,0.630,-0.297,0.199,0.416,0.741,-0.001,0.464,0.587,0.275,0.321,0.659,0.649,0.377,0.345, 0.377,0.849,1,-0.153,0.284,0.195,0.565,-0.290,0.245,0.409,0.725,0.009,0.520,0.603,0.237,0.309,0.636,0.627,0.355,0.354, 0.325,-0.072,-0.153,1,0.453,0.516,0.004,0.343,0.364,0.359,-0.068,-0.260,-0.094,-0.067,0.291,0.351,-0.139,-0.165,0.349,0.404, 0.615,0.326,0.284,0.453,1,0.648,0.288,0.236,0.557,0.685,0.253,-0.251,0.163,0.252,0.531,0.613,0.242,0.190,0.602,0.644, 0.606,0.231,0.195,0.516,0.648,1,0.235,0.253,0.557,0.694,0.136,-0.264,0.067,0.055,0.517,0.578,0.122,0.056,0.611,0.645, 0.175,0.630,0.565,0.004,0.288,0.235,1,-0.251,0.106,0.356,0.553,-0.026,0.455,0.583,0.175,0.262,0.579,0.552,0.352,0.318, 0.285,-0.297,-0.290,0.343,0.236,0.253,-0.251,1,0.122,0.193,-0.314,0.020,-0.200,-0.191,0.252,0.227,-0.258,-0.314,0.234,0.206, 0.666,0.199,0.245,0.364,0.557,0.557,0.106,0.122,1,0.696,0.163,-0.297,0.103,0.110,0.600,0.572,0.243,0.185,0.632,0.661, 0.703,0.416,0.409,0.359,0.685,0.694,0.356,0.193,0.696,1,0.264,-0.323,0.195,0.296,0.670,0.756,0.305,0.231,0.841,0.846, 0.301,0.741,0.725,-0.068,0.253,0.136,0.553,-0.314,0.163,0.264,1,0.004,0.468,0.648,0.208,0.161,0.717,0.667,0.216,0.239, -0.249,-0.001,0.009,-0.260,-0.251,-0.264,-0.026,0.020,-0.297,-0.323,0.004,1,0.072,-0.040,-0.239,-0.300,-0.059,0.020,-0.301,-0.310, 0.212,0.464,0.520,-0.094,0.163,0.067,0.455,-0.200,0.103,0.195,0.468,0.072,1,0.522,0.076,0.226,0.513,0.500,0.211,0.272, 0.273,0.587,0.603,-0.067,0.252,0.055,0.583,-0.191,0.110,0.296,0.648,-0.040,0.522,1,0.248,0.275,0.683,0.565,0.282,0.252, 0.621,0.275,0.237,0.291,0.531,0.517,0.175,0.252,0.600,0.670,0.208,-0.239,0.076,0.248,1,0.612,0.282,0.150,0.656,0.652, 0.594,0.321,0.309,0.351,0.613,0.578,0.262,0.227,0.572,0.756,0.161,-0.300,0.226,0.275,0.612,1,0.191,0.201,0.692,0.771, 0.345,0.659,0.636,-0.139,0.242,0.122,0.579,-0.258,0.243,0.305,0.717,-0.059,0.513,0.683,0.282,0.191,1,0.693,0.287,0.296, 0.224,0.649,0.627,-0.165,0.190,0.056,0.552,-0.314,0.185,0.231,0.667,0.020,0.500,0.565,0.150,0.201,0.693,1,0.210,0.209, 0.710,0.377,0.355,0.349,0.602,0.611,0.352,0.234,0.632,0.841,0.216,-0.301,0.211,0.282,0.656,0.692,0.287,0.210,1,0.860, 0.681,0.345,0.354,0.404,0.644,0.645,0.318,0.206,0.661,0.846,0.239,-0.310,0.272,0.252,0.652,0.771,0.296,0.209,0.860,1), 20,20) armagan=matrix(c(1,-0.170,0.175,0.085,0.075,0.190,-0.047,0.231,0.346,0.282,0.026,0.073,0.158,-0.009,0.159,0.165,0.209,0.043,0.418,0.217, -0.170,1,0.183,0.036,0.205,0.019,-0.047,0.071,0.056,0.145,0.158,0.156,0.148,-0.080,-0.133,0.225,0.047,0.093,-0.108,0.118, 0.175,0.183,1,0.156,0.172,0.239,-0.137,0.392,0.214,0.218,-0.099,0.200,0.199,-0.084,0.006,0.299,-0.045,0.215,0.075,0.119, 0.085,0.036,0.156,1,0.150,0.021,0.024,0.086,0.026,0.101,0.020,0.186,0.082,0.072,0.274,0.198,0.137,0.069,0.024,0.196, 0.075,0.205,0.172,0.150,1,0.099,-0.202,0.219,0.129,0.520,0.037,0.123,-0.078,-0.036,0.017,0.307,0.080,0.374,0.036,-0.041, 0.190,0.019,0.239,0.021,0.099,1,0.034,0.306,0.228,0.256,0.151,0.056,0.138,0.080,0.340,0.032,-0.051,0.118,0.054,0.007, -0.047,-0.047,-0.137,0.024,-0.202,0.034,1,-0.136,-0.098,-0.162,-0.158,0.093,0.012,-0.080,-0.145,-0.007,-0.333,-0.325,-0.102,-0.092, 0.231,0.071,0.392,0.086,0.219,0.306,-0.136,1,0.267,0.293,0.183,0.080,0.158,-0.014,0.294,0.291,0.076,0.149,0.189,0.184, 0.346,0.056,0.214,0.026,0.129,0.228,-0.098,0.267,1,0.469,0.275,0.108,0.343,0.052,0.289,0.247,0.046,0.155,0.397,0.295, 0.282,0.145,0.218,0.101,0.520,0.256,-0.162,0.293,0.469,1,0.229,-0.015,0.156,0.126,0.226,0.295,-0.058,0.395,0.287,0.127, 0.026,0.158,-0.099,0.020,0.037,0.151,-0.158,0.183,0.275,0.229,1,-0.183,0.192,0.161,0.229,-0.022,0.187,0.141,0.243,0.181, 0.073,0.156,0.200,0.186,0.123,0.056,0.093,0.080,0.108,-0.015,-0.183,1,0.212,-0.110,-0.001,0.308,0.142,0.052,0.060,0.224, 0.158,0.148,0.199,0.082,-0.078,0.138,0.012,0.158,0.343,0.156,0.192,0.212,1,0.189,0.193,0.217,0.168,-0.062,0.319,0.364, -0.009,-0.080,-0.084,0.072,-0.036,0.080,-0.080,-0.014,0.052,0.126,0.161,-0.110,0.189,1,0.220,0.024,0.050,-0.110,0.121,0.063, 0.159,-0.133,0.006,0.274,0.017,0.340,-0.145,0.294,0.289,0.226,0.229,-0.001,0.193,0.220,1,-0.018,0.255,0.168,0.236,0.171, 0.165,0.225,0.299,0.198,0.307,0.032,-0.007,0.291,0.247,0.295,-0.022,0.308,0.217,0.024,-0.018,1,0.189,0.239,0.305,0.404, 0.209,0.047,-0.045,0.137,0.080,-0.051,-0.333,0.076,0.046,-0.058,0.187,0.142,0.168,0.050,0.255,0.189,1,-0.047,0.243,0.361, 0.043,0.093,0.215,0.069,0.374,0.118,-0.325,0.149,0.155,0.395,0.141,0.052,-0.062,-0.110,0.168,0.239,-0.047,1,0.128,-0.002, 0.418,-0.108,0.075,0.024,0.036,0.054,-0.102,0.189,0.397,0.287,0.243,0.060,0.319,0.121,0.236,0.305,0.243,0.128,1,0.484, 0.217,0.118,0.119,0.196,-0.041,0.007,-0.092,0.184,0.295,0.127,0.181,0.224,0.364,0.063,0.171,0.404,0.361,-0.002,0.484,1), 20,20) baltaci=matrix(c(1,0.352,0.280,0.077,0.384,0.423,0.171,0.314,0.020,0.307,0.198,-0.379,0.176,0.241,0.331,0.248,0.188,0.184,0.004,0.320, 0.352,1,0.495,0.014,0.296,0.204,0.355,0.188,-0.032,0.236,0.308,-0.289,0.193,0.260,0.236,0.214,0.251,0.232,-0.035,0.263, 0.280,0.495,1,0.003,0.244,0.240,0.318,0.162,-0.021,0.230,0.321,-0.189,0.223,0.323,0.235,0.236,0.241,0.265,-0.031,0.251, 0.077,0.014,0.003,1,0.203,0.134,-0.016,0.096,0.003,0.141,0.010,-0.094,-0.025,-0.001,0.085,0.124,-0.020,0.044,-0.012,0.104, 0.384,0.296,0.244,0.203,1,0.475,0.240,0.360,-0.005,0.300,0.217,-0.361,0.115,0.201,0.315,0.277,0.188,0.222,-0.059,0.332, 0.423,0.204,0.240,0.134,0.475,1,0.258,0.377,-0.013,0.389,0.208,-0.291,0.110,0.188,0.322,0.281,0.172,0.228,-0.013,0.305, 0.171,0.355,0.318,-0.016,0.240,0.258,1,0.244,-0.025,0.317,0.360,-0.209,0.250,0.296,0.162,0.262,0.267,0.318,0.017,0.245, 0.314,0.188,0.162,0.096,0.360,0.377,0.244,1,0.007,0.307,0.202,-0.376,0.125,0.159,0.366,0.273,0.227,0.223,-0.010,0.266, 0.020,-0.032,-0.021,0.003,-0.005,-0.013,-0.025,0.007,1,-0.013,0.000,-0.028,0.057,0.053,-0.001,0.067,0.000,0.042,0.540,0.018, 0.307,0.236,0.230,0.141,0.300,0.389,0.317,0.307,-0.013,1,0.349,-0.388,0.061,0.254,0.283,0.461,0.178,0.311,-0.035,0.394, 0.198,0.308,0.321,0.010,0.217,0.208,0.360,0.202,0.000,0.349,1,-0.288,0.229,0.393,0.218,0.282,0.333,0.410,-0.071,0.198, -0.379,-0.289,-0.189,-0.094,-0.361,-0.291,-0.209,-0.376,-0.028,-0.388,-0.288,1,-0.101,-0.229,-0.305,-0.335,-0.238,-0.245,-0.010,-0.258, 0.176,0.193,0.223,-0.025,0.115,0.110,0.250,0.125,0.057,0.061,0.229,-0.101,1,0.335,0.164,0.186,0.293,0.288,0.062,0.179, 0.241,0.260,0.323,-0.001,0.201,0.188,0.296,0.159,0.053,0.254,0.393,-0.229,0.335,1,0.206,0.328,0.445,0.479,0.028,0.236, 0.331,0.236,0.235,0.085,0.315,0.322,0.162,0.366,-0.001,0.283,0.218,-0.305,0.164,0.206,1,0.269,0.316,0.269,-0.015,0.340, 0.248,0.214,0.236,0.124,0.277,0.281,0.262,0.273,0.067,0.461,0.282,-0.335,0.186,0.328,0.269,1,0.232,0.307,0.060,0.386, 0.188,0.251,0.241,-0.020,0.188,0.172,0.267,0.227,0.000,0.178,0.333,-0.238,0.293,0.445,0.316,0.232,1,0.445,0.000,0.251, 0.184,0.232,0.265,0.044,0.222,0.228,0.318,0.223,0.042,0.311,0.410,-0.245,0.288,0.479,0.269,0.307,0.445,1,0.025,0.292, 0.004,-0.035,-0.031,-0.012,-0.059,-0.013,0.017,-0.010,0.540,-0.035,-0.071,-0.010,0.062,0.028,-0.015,0.060,0.000,0.025,1,-0.032, 0.320,0.263,0.251,0.104,0.332,0.305,0.245,0.266,0.018,0.394,0.198,-0.258,0.179,0.236,0.340,0.386,0.251,0.292,-0.032,1), 20,20) guven=matrix(c(1,0.323,0.205,-0.058,0.336,0.432,0.167,0.159,0.195,0.182,0.145,0.102,0.186,0.278,0.325,0.190,0.138,0.199,0.385,0.314, 0.323,1,0.536,-0.134,0.294,0.288,0.347,0.237,0.224,0.253,0.274,0.152,0.170,0.316,0.174,0.248,0.274,0.434,0.314,0.285, 0.205,0.536,1,-0.169,0.135,0.246,0.233,0.140,0.173,0.192,0.214,0.125,0.176,0.260,0.137,0.181,0.265,0.341,0.209,0.193, -0.058,-0.134,-0.169,1,0.097,-0.041,-0.099,-0.149,0.129,-0.025,-0.018,-0.090,-0.018,-0.115,0.043,0.108,-0.023,-0.083,0.018,0.058, 0.336,0.294,0.135,0.097,1,0.411,0.142,0.052,0.182,0.238,0.127,0.119,0.127,0.145,0.205,0.272,0.214,0.141,0.307,0.350, 0.432,0.288,0.246,-0.041,0.411,1,0.321,0.160,0.165,0.380,0.203,0.155,0.195,0.291,0.257,0.392,0.205,0.257,0.336,0.295, 0.167,0.347,0.233,-0.099,0.142,0.321,1,0.401,0.006,0.333,0.228,0.220,0.381,0.339,0.155,0.342,0.290,0.323,0.403,0.420, 0.159,0.237,0.140,-0.149,0.052,0.160,0.401,1,0.054,0.176,0.198,0.088,0.185,0.319,0.140,0.150,0.331,0.216,0.224,0.149, 0.195,0.224,0.173,0.129,0.182,0.165,0.006,0.054,1,0.190,0.053,-0.127,0.140,0.043,0.289,0.268,0.236,0.308,0.305,0.242, 0.182,0.253,0.192,-0.025,0.238,0.380,0.333,0.176,0.190,1,0.370,0.084,0.285,0.357,0.222,0.563,0.245,0.316,0.536,0.484, 0.145,0.274,0.214,-0.018,0.127,0.203,0.228,0.198,0.053,0.370,1,0.083,0.152,0.382,0.258,0.351,0.200,0.296,0.209,0.182, 0.102,0.152,0.125,-0.090,0.119,0.155,0.220,0.088,-0.127,0.084,0.083,1,0.224,0.046,-0.081,0.026,0.069,0.045,-0.027,0.013, 0.186,0.170,0.176,-0.018,0.127,0.195,0.381,0.185,0.140,0.285,0.152,0.224,1,0.373,0.087,0.431,0.151,0.408,0.363,0.354, 0.278,0.316,0.260,-0.115,0.145,0.291,0.339,0.319,0.043,0.357,0.382,0.046,0.373,1,0.171,0.373,0.295,0.409,0.337,0.314, 0.325,0.174,0.137,0.043,0.205,0.257,0.155,0.140,0.289,0.222,0.258,-0.081,0.087,0.171,1,0.306,0.244,0.247,0.360,0.311, 0.190,0.248,0.181,0.108,0.272,0.392,0.342,0.150,0.268,0.563,0.351,0.026,0.431,0.373,0.306,1,0.158,0.395,0.575,0.559, 0.138,0.274,0.265,-0.023,0.214,0.205,0.290,0.331,0.236,0.245,0.200,0.069,0.151,0.295,0.244,0.158,1,0.372,0.276,0.187, 0.199,0.434,0.341,-0.083,0.141,0.257,0.323,0.216,0.308,0.316,0.296,0.045,0.408,0.409,0.247,0.395,0.372,1,0.476,0.367, 0.385,0.314,0.209,0.018,0.307,0.336,0.403,0.224,0.305,0.536,0.209,-0.027,0.363,0.337,0.360,0.575,0.276,0.476,1,0.765, 0.314,0.285,0.193,0.058,0.350,0.295,0.420,0.149,0.242,0.484,0.182,0.013,0.354,0.314,0.311,0.559,0.187,0.367,0.765,1), 20,20) ozge=matrix(c(1,0.083,0.052,0.085,0.244,0.284,0.181,0.010,0.174,0.269,0.191,-0.004,0.133,0.169,0.253,0.202,0.272,0.215,0.293,0.317, 0.083,1,0.507,0.226,0.166,0.173,0.323,0.288,0.124,0.132,0.214,0.158,0.267,0.331,0.121,0.183,0.375,0.301,0.193,0.232, 0.052,0.507,1,0.245,0.114,0.099,0.329,0.206,-0.030,0.052,0.130,0.156,0.203,0.174,0.037,0.139,0.247,0.288,0.112,0.182, 0.085,0.226,0.245,1,0.106,0.057,0.131,0.162,-0.028,0.088,0.131,0.014,0.272,0.142,-0.002,0.126,0.242,0.186,0.097,0.117, 0.244,0.166,0.114,0.106,1,0.353,0.212,0.152,0.231,0.260,0.170,-0.001,0.197,0.135,0.221,0.211,0.178,0.161,0.247,0.251, 0.284,0.173,0.099,0.057,0.353,1,0.131,0.019,0.213,0.278,0.181,-0.005,0.207,0.131,0.258,0.284,0.178,0.219,0.357,0.328, 0.181,0.323,0.329,0.131,0.212,0.131,1,0.303,-0.005,0.149,0.334,0.240,0.230,0.237,0.173,0.159,0.276,0.374,0.264,0.261, 0.010,0.288,0.206,0.162,0.152,0.019,0.303,1,0.011,0.138,0.202,0.151,0.167,0.238,0.121,0.160,0.260,0.347,0.180,0.141, 0.174,0.124,-0.030,-0.028,0.231,0.213,-0.005,0.011,1,0.224,0.073,-0.027,0.039,0.029,0.223,0.232,0.065,-0.009,0.244,0.197, 0.269,0.132,0.052,0.088,0.260,0.278,0.149,0.138,0.224,1,0.228,-0.051,0.165,0.186,0.288,0.402,0.290,0.118,0.452,0.404, 0.191,0.214,0.130,0.131,0.170,0.181,0.334,0.202,0.073,0.228,1,0.058,0.228,0.370,0.131,0.203,0.371,0.309,0.326,0.275, -0.004,0.158,0.156,0.014,-0.001,-0.005,0.240,0.151,-0.027,-0.051,0.058,1,0.184,0.155,-0.027,0.002,0.188,0.159,0.076,0.057, 0.133,0.267,0.203,0.272,0.197,0.207,0.230,0.167,0.039,0.165,0.228,0.184,1,0.285,0.064,0.278,0.430,0.448,0.260,0.251, 0.169,0.331,0.174,0.142,0.135,0.131,0.237,0.238,0.029,0.186,0.370,0.155,0.285,1,0.100,0.258,0.425,0.238,0.218,0.152, 0.253,0.121,0.037,-0.002,0.221,0.258,0.173,0.121,0.223,0.288,0.131,-0.027,0.064,0.100,1,0.268,0.114,0.115,0.382,0.359, 0.202,0.183,0.139,0.126,0.211,0.284,0.159,0.160,0.232,0.402,0.203,0.002,0.278,0.258,0.268,1,0.390,0.228,0.534,0.577, 0.272,0.375,0.247,0.242,0.178,0.178,0.276,0.260,0.065,0.290,0.371,0.188,0.430,0.425,0.114,0.390,1,0.445,0.344,0.372, 0.215,0.301,0.288,0.186,0.161,0.219,0.374,0.347,-0.009,0.118,0.309,0.159,0.448,0.238,0.115,0.228,0.445,1,0.329,0.278, 0.293,0.193,0.112,0.097,0.247,0.357,0.264,0.180,0.244,0.452,0.326,0.076,0.260,0.218,0.382,0.534,0.344,0.329,1,0.746, 0.317,0.232,0.182,0.117,0.251,0.328,0.261,0.141,0.197,0.404,0.275,0.057,0.251,0.152,0.359,0.577,0.372,0.278,0.746,1), 20,20) ulu=matrix(c(1,0.307,0.261,0.090,0.414,0.331,0.255,-0.282,0.338,0.316,0.292,0.057,0.208,0.301,0.327,0.289,0.263,0.316,0.344,0.314, 0.307,1,0.372,0.041,0.346,0.217,0.295,-0.172,0.159,0.236,0.338,0.100,0.234,0.285,0.229,0.184,0.261,0.314,0.256,0.259, 0.261,0.372,1,0.039,0.244,0.216,0.282,-0.189,0.160,0.245,0.260,0.117,0.218,0.300,0.207,0.240,0.268,0.297,0.280,0.274, 0.090,0.041,0.039,1,0.112,0.074,0.012,-0.078,0.148,0.110,0.035,-0.006,-0.024,-0.009,0.072,0.082,0.012,0.020,0.134,0.103, 0.414,0.346,0.244,0.112,1,0.416,0.250,-0.341,0.297,0.351,0.347,0.069,0.218,0.250,0.317,0.306,0.251,0.300,0.382,0.337, 0.331,0.217,0.216,0.074,0.416,1,0.241,-0.337,0.287,0.354,0.250,0.096,0.200,0.265,0.242,0.311,0.239,0.252,0.329,0.288, 0.255,0.295,0.282,0.012,0.250,0.241,1,-0.158,0.117,0.317,0.339,0.144,0.397,0.348,0.153,0.283,0.290,0.387,0.309,0.286, -0.282,-0.172,-0.189,-0.078,-0.341,-0.337,-0.158,1,-0.337,-0.299,-0.191,-0.051,-0.155,-0.193,-0.263,-0.284,-0.195,-0.240,-0.279,-0.285, 0.338,0.159,0.160,0.148,0.297,0.287,0.117,-0.337,1,0.294,0.174,0.062,0.136,0.181,0.343,0.232,0.275,0.204,0.281,0.267, 0.316,0.236,0.245,0.110,0.351,0.354,0.317,-0.299,0.294,1,0.278,0.074,0.205,0.279,0.295,0.419,0.214,0.344,0.461,0.440, 0.292,0.338,0.260,0.035,0.347,0.250,0.339,-0.191,0.174,0.278,1,0.135,0.327,0.429,0.276,0.290,0.397,0.426,0.312,0.294, 0.057,0.100,0.117,-0.006,0.069,0.096,0.144,-0.051,0.062,0.074,0.135,1,0.191,0.183,0.004,0.099,0.116,0.208,0.039,0.088, 0.208,0.234,0.218,-0.024,0.218,0.200,0.397,-0.155,0.136,0.205,0.327,0.191,1,0.412,0.136,0.331,0.336,0.397,0.271,0.295, 0.301,0.285,0.300,-0.009,0.250,0.265,0.348,-0.193,0.181,0.279,0.429,0.183,0.412,1,0.187,0.346,0.373,0.452,0.333,0.350, 0.327,0.229,0.207,0.072,0.317,0.242,0.153,-0.263,0.343,0.295,0.276,0.004,0.136,0.187,1,0.333,0.312,0.256,0.386,0.342, 0.289,0.184,0.240,0.082,0.306,0.311,0.283,-0.284,0.232,0.419,0.290,0.099,0.331,0.346,0.333,1,0.272,0.364,0.473,0.524, 0.263,0.261,0.268,0.012,0.251,0.239,0.290,-0.195,0.275,0.214,0.397,0.116,0.336,0.373,0.312,0.272,1,0.442,0.327,0.335, 0.316,0.314,0.297,0.020,0.300,0.252,0.387,-0.240,0.204,0.344,0.426,0.208,0.397,0.452,0.256,0.364,0.442,1,0.390,0.399, 0.344,0.256,0.280,0.134,0.382,0.329,0.309,-0.279,0.281,0.461,0.312,0.039,0.271,0.333,0.386,0.473,0.327,0.390,1,0.703, 0.314,0.259,0.274,0.103,0.337,0.288,0.286,-0.285,0.267,0.440,0.294,0.088,0.295,0.350,0.342,0.524,0.335,0.399,0.703,1), 20,20) durak=matrix(c(1,0.792,0.751,0.652,0.604,0.656,0.734,0.780,0.705,0.708,0.601,0.622,0.058,0.155,0.028,0.179,-0.128,0.078,-0.049,0.121, 0.792,1,0.763,0.733,0.705,0.620,0.739,0.725,0.731,0.725,0.568,0.666,0.054,0.150,0.020,0.018,-0.090,0.028,0.040,0.085, 0.751,0.763,1,0.787,0.699,0.642,0.692,0.657,0.700,0.683,0.608,0.676,-0.003,0.111,0.030,0.073,-0.079,0.047,0.020,0.051, 0.652,0.733,0.787,1,0.655,0.651,0.635,0.667,0.661,0.679,0.594,0.770,0.040,0.105,0.030,0.035,0.006,0.062,0.096,0.101, 0.604,0.705,0.699,0.655,1,0.708,0.674,0.573,0.571,0.572,0.493,0.580,0.151,0.170,0.116,0.080,0.001,0.038,0.104,0.110, 0.656,0.620,0.642,0.651,0.708,1,0.653,0.689,0.621,0.655,0.584,0.683,0.034,0.119,0.037,0.132,-0.115,0.004,-0.003,0.111, 0.734,0.739,0.692,0.635,0.674,0.653,1,0.796,0.677,0.685,0.563,0.607,-0.005,-0.002,0.002,0.118,-0.096,0.029,-0.053,0.157, 0.780,0.725,0.657,0.667,0.573,0.689,0.796,1,0.669,0.716,0.623,0.636,-0.066,0.065,-0.014,0.142,-0.106,0.083,-0.017,0.137, 0.705,0.731,0.700,0.661,0.571,0.621,0.677,0.669,1,0.794,0.639,0.592,0.039,0.148,0.026,-0.020,-0.056,0.077,0.073,0.082, 0.708,0.725,0.683,0.679,0.572,0.655,0.685,0.716,0.794,1,0.740,0.654,-0.006,0.092,0.023,0.107,-0.027,0.064,0.038,0.081, 0.601,0.568,0.608,0.594,0.493,0.584,0.563,0.623,0.639,0.740,1,0.612,0.057,0.053,0.048,0.180,-0.010,0.111,0.041,0.099, 0.622,0.666,0.676,0.770,0.580,0.683,0.607,0.636,0.592,0.654,0.612,1,0.036,0.143,0.025,0.123,-0.013,0.067,0.066,0.109, 0.058,0.054,-0.003,0.040,0.151,0.034,-0.005,-0.066,0.039,-0.006,0.057,0.036,1,0.295,0.544,-0.149,0.251,0.127,0.356,-0.045, 0.155,0.150,0.111,0.105,0.170,0.119,-0.002,0.065,0.148,0.092,0.053,0.143,0.295,1,0.158,0.011,0.034,0.082,0.207,-0.129, 0.028,0.020,0.030,0.030,0.116,0.037,0.002,-0.014,0.026,0.023,0.048,0.025,0.544,0.158,1,-0.098,0.226,0.094,0.391,-0.019, 0.179,0.018,0.073,0.035,0.080,0.132,0.118,0.142,-0.020,0.107,0.180,0.123,-0.149,0.011,-0.098,1,-0.261,-0.011,-0.225,0.173, -0.128,-0.090,-0.079,0.006,0.001,-0.115,-0.096,-0.106,-0.056,-0.027,-0.010,-0.013,0.251,0.034,0.226,-0.261,1,0.236,0.418,-0.143, 0.078,0.028,0.047,0.062,0.038,0.004,0.029,0.083,0.077,0.064,0.111,0.067,0.127,0.082,0.094,-0.011,0.236,1,0.332,0.011, -0.049,0.040,0.020,0.096,0.104,-0.003,-0.053,-0.017,0.073,0.038,0.041,0.066,0.356,0.207,0.391,-0.225,0.418,0.332,1,0.036, 0.121,0.085,0.051,0.101,0.110,0.111,0.157,0.137,0.082,0.081,0.099,0.109,-0.045,-0.129,-0.019,0.173,-0.143,0.011,0.036,1), 20,20) genc=matrix(c(1,0.259,0.169,0.310,0.348,0.446,0.144,-0.107,-0.396,0.447,0.304,0.076,0.211,0.287,0.382,0.410,0.154,0.273,0.471,0.399, 0.259,1,0.342,0.328,0.383,0.244,0.288,-0.323,-0.193,0.362,0.114,0.121,0.219,0.331,0.135,0.319,0.197,0.401,0.335,0.339, 0.169,0.342,1,0.227,0.290,0.337,0.380,-0.163,-0.236,0.200,0.078,0.053,0.191,0.272,0.283,0.215,0.316,0.176,0.106,0.074, 0.310,0.328,0.227,1,0.469,0.293,0.371,-0.294,-0.041,0.426,0.260,0.086,0.369,0.420,0.225,0.289,0.292,0.402,0.233,0.370, 0.348,0.383,0.290,0.469,1,0.454,0.362,-0.229,-0.227,0.380,0.240,0.221,0.198,0.475,0.370,0.325,0.326,0.560,0.326,0.321, 0.446,0.244,0.337,0.293,0.454,1,0.283,-0.126,-0.375,0.326,0.184,0.214,0.252,0.454,0.160,0.244,0.099,0.284,0.236,0.241, 0.144,0.288,0.380,0.371,0.362,0.283,1,-0.378,-0.094,0.202,0.186,0.282,0.301,0.393,0.185,0.151,0.337,0.301,0.213,0.227, -0.107,-0.323,-0.163,-0.294,-0.229,-0.126,-0.378,1,0.018,-0.169,-0.119,-0.204,-0.433,-0.335,-0.127,-0.209,-0.156,-0.309,-0.165,-0.200, -0.396,-0.193,-0.236,-0.041,-0.227,-0.375,-0.094,0.018,1,-0.231,-0.171,-0.243,-0.065,-0.197,-0.451,-0.216,-0.284,-0.107,-0.337,-0.242, 0.447,0.362,0.200,0.426,0.380,0.326,0.202,-0.169,-0.231,1,0.136,0.056,0.241,0.340,0.172,0.442,0.200,0.375,0.414,0.537, 0.304,0.114,0.078,0.260,0.240,0.184,0.186,-0.119,-0.171,0.136,1,0.079,0.284,0.450,0.140,0.159,0.339,0.362,0.287,0.281, 0.076,0.121,0.053,0.086,0.221,0.214,0.282,-0.204,-0.243,0.056,0.079,1,0.253,0.263,0.122,0.204,0.219,0.311,0.262,0.303, 0.211,0.219,0.191,0.369,0.198,0.252,0.301,-0.433,-0.065,0.241,0.284,0.253,1,0.452,0.003,0.323,0.087,0.465,0.199,0.359, 0.287,0.331,0.272,0.420,0.475,0.454,0.393,-0.335,-0.197,0.340,0.450,0.263,0.452,1,0.106,0.213,0.359,0.488,0.275,0.396, 0.382,0.135,0.283,0.225,0.370,0.160,0.185,-0.127,-0.451,0.172,0.140,0.122,0.003,0.106,1,0.325,0.459,0.262,0.432,0.283, 0.410,0.319,0.215,0.289,0.325,0.244,0.151,-0.209,-0.216,0.442,0.159,0.204,0.323,0.213,0.325,1,0.293,0.509,0.579,0.590, 0.154,0.197,0.316,0.292,0.326,0.099,0.337,-0.156,-0.284,0.200,0.339,0.219,0.087,0.359,0.459,0.293,1,0.415,0.471,0.495, 0.273,0.401,0.176,0.402,0.560,0.284,0.301,-0.309,-0.107,0.375,0.362,0.311,0.465,0.488,0.262,0.509,0.415,1,0.459,0.567, 0.471,0.335,0.106,0.233,0.326,0.236,0.213,-0.165,-0.337,0.414,0.287,0.262,0.199,0.275,0.432,0.579,0.471,0.459,1,0.692, 0.399,0.339,0.074,0.370,0.321,0.241,0.227,-0.200,-0.242,0.537,0.281,0.303,0.359,0.396,0.283,0.590,0.495,0.567,0.692,1), 20,20) mert=matrix(c(1,-0.232,-0.220,0.143,0.250,0.495,-0.256,0.340,0.484,0.389,-0.289,0.385,-0.107,-0.257,0.331,0.293,-0.251,-0.141,0.460,0.427, -0.232,1,0.579,0.046,-0.278,-0.196,0.306,-0.264,-0.199,-0.151,0.219,-0.223,0.292,0.251,-0.187,-0.229,0.322,0.326,-0.186,-0.241, -0.220,0.579,1,0.129,-0.293,-0.226,0.431,-0.231,-0.162,-0.216,0.348,-0.187,0.296,0.323,-0.171,-0.269,0.290,0.328,-0.140,-0.274, 0.143,0.046,0.129,1,0.082,0.117,0.048,0.131,0.181,0.149,0.187,0.05,0.041,0.032,0.021,0.083,0.132,-0.015,0.087,-0.042, 0.250,-0.278,-0.293,0.082,1,0.494,-0.370,0.367,0.313,0.350,-0.201,0.327,-0.284,-0.243,0.355,0.464,-0.240,-0.255,0.356,0.416, 0.495,-0.196,-0.226,0.117,0.494,1,-0.308,0.543,0.403,0.498,-0.177,0.362,-0.332,-0.288,0.322,0.361,-0.178,-0.184,0.357,0.382, -0.256,0.306,0.431,0.048,-0.370,-0.308,1,-0.258,-0.285,-0.277,0.355,-0.206,0.393,0.499,-0.142,-0.340,0.349,0.353,-0.189,-0.231, 0.340,-0.264,-0.231,0.131,0.367,0.543,-0.258,1,0.508,0.410,-0.325,0.345,-0.298,-0.214,0.340,0.361,-0.346,-0.263,0.451,0.433, 0.484,-0.199,-0.162,0.181,0.313,0.403,-0.285,0.508,1,0.398,-0.194,0.380,-0.142,-0.232,0.483,0.329,-0.302,-0.317,0.545,0.476, 0.389,-0.151,-0.216,0.149,0.350,0.498,-0.277,0.410,0.398,1,-0.233,0.310,-0.190,-0.331,0.355,0.533,-0.215,-0.184,0.458,0.479, -0.289,0.219,0.348,0.187,-0.201,-0.177,0.355,-0.325,-0.194,-0.233,1,-0.329,0.290,0.462,-0.272,-0.296,0.394,0.339,-0.237,-0.268, 0.385,-0.223,-0.187,0.05,0.327,0.362,-0.206,0.345,0.380,0.310,-0.329,1,-0.137,-0.279,0.432,0.420,-0.215,-0.1,0.462,0.433, -0.107,0.292,0.296,0.041,-0.284,-0.332,0.393,-0.298,-0.142,-0.190,0.290,-0.137,1,0.462,-0.035,-0.274,0.275,0.307,-0.112,-0.121, -0.257,0.251,0.323,0.032,-0.243,-0.288,0.499,-0.214,-0.232,-0.331,0.462,-0.279,0.462,1,-0.147,-0.319,0.433,0.386,-0.185,-0.220, 0.331,-0.187,-0.171,0.021,0.355,0.322,-0.142,0.340,0.483,0.355,-0.272,0.432,-0.035,-0.147,1,0.491,-0.241,-0.123,0.480,0.522, 0.293,-0.229,-0.269,0.083,0.464,0.361,-0.340,0.361,0.329,0.533,-0.296,0.420,-0.274,-0.319,0.491,1,-0.330,-0.205,0.525,0.573, -0.251,0.322,0.290,0.132,-0.240,-0.178,0.349,-0.346,-0.302,-0.215,0.394,-0.215,0.275,0.433,-0.241,-0.330,1,0.519,-0.313,-0.368, -0.141,0.326,0.328,-0.015,-0.255,-0.184,0.353,-0.263,-0.317,-0.184,0.339,-0.1,0.307,0.386,-0.123,-0.205,0.519,1,-0.263,-0.261, 0.460,-0.186,-0.140,0.087,0.356,0.357,-0.189,0.451,0.545,0.458,-0.237,0.462,-0.112,-0.185,0.480,0.525,-0.313,-0.263,1,0.826, 0.427,-0.241,-0.274,-0.042,0.416,0.382,-0.231,0.433,0.476,0.479,-0.268,0.433,-0.121,-0.220,0.522,0.573,-0.368,-0.261,0.826,1), 20,20) meral=matrix(c(1,0.291,0.176,0.161,0.237,0.162,0.212,0.180,0.197,0.276,0.240,0.052,0.139,0.183,0.250,0.216,0.142,0.226,0.234,0.225, 0.291,1,0.354,0.265,0.222,0.120,0.304,0.211,0.132,0.222,0.250,0.136,0.133,0.153,0.067,0.130,0.211,0.211,0.205,0.135, 0.176,0.354,1,0.228,0.129,0.056,0.214,0.195,0.070,0.175,0.214,0.121,0.127,0.136,0.081,0.090,0.101,0.180,0.175,0.164, 0.161,0.265,0.228,1,0.107,0.130,0.243,0.265,0.073,0.127,0.339,0.105,0.217,0.283,0.139,0.191,0.310,0.276,0.238,0.239, 0.237,0.222,0.129,0.107,1,0.248,0.157,0.159,0.221,0.229,0.154,0.034,0.094,0.093,0.129,0.224,0.151,0.131,0.234,0.162, 0.162,0.120,0.056,0.130,0.248,1,0.128,0.161,0.078,0.213,0.116,0.021,0.131,0.075,0.164,0.215,0.055,0.100,0.158,0.212, 0.212,0.304,0.214,0.243,0.157,0.128,1,0.263,0.060,0.280,0.262,0.145,0.222,0.184,0.024,0.168,0.211,0.303,0.207,0.171, 0.180,0.211,0.195,0.265,0.159,0.161,0.263,1,0.048,0.144,0.171,0.148,0.231,0.256,0.075,0.158,0.240,0.260,0.111,0.110, 0.197,0.132,0.070,0.073,0.221,0.078,0.060,0.048,1,0.169,0.132,0.077,0.053,0.060,0.155,0.163,0.252,0.039,0.247,0.164, 0.276,0.222,0.175,0.127,0.229,0.213,0.280,0.144,0.169,1,0.302,0.082,0.155,0.217,0.153,0.361,0.179,0.262,0.373,0.375, 0.240,0.250,0.214,0.339,0.154,0.116,0.262,0.171,0.132,0.302,1,0.129,0.261,0.385,0.227,0.244,0.292,0.343,0.333,0.186, 0.052,0.136,0.121,0.105,0.034,0.021,0.145,0.148,0.077,0.082,0.129,1,0.149,0.175,0.005,0.096,0.121,0.151,0.045,0.031, 0.139,0.133,0.127,0.217,0.094,0.131,0.222,0.231,0.053,0.155,0.261,0.149,1,0.301,0.113,0.259,0.158,0.289,0.202,0.180, 0.183,0.153,0.136,0.283,0.093,0.075,0.184,0.256,0.060,0.217,0.385,0.175,0.301,1,0.154,0.178,0.252,0.289,0.210,0.152, 0.250,0.067,0.081,0.139,0.129,0.164,0.024,0.075,0.155,0.153,0.227,0.005,0.113,0.154,1,0.258,0.209,0.126,0.259,0.169, 0.216,0.130,0.090,0.191,0.224,0.215,0.168,0.158,0.163,0.361,0.244,0.096,0.259,0.178,0.258,1,0.168,0.283,0.385,0.403, 0.142,0.211,0.101,0.310,0.151,0.055,0.211,0.240,0.252,0.179,0.292,0.121,0.158,0.252,0.209,0.168,1,0.247,0.243,0.211, 0.226,0.211,0.180,0.276,0.131,0.100,0.303,0.260,0.039,0.262,0.343,0.151,0.289,0.289,0.126,0.283,0.247,1,0.366,0.323, 0.234,0.205,0.175,0.238,0.234,0.158,0.207,0.111,0.247,0.373,0.333,0.045,0.202,0.210,0.259,0.385,0.243,0.366,1,0.512, 0.225,0.135,0.164,0.239,0.162,0.212,0.171,0.110,0.164,0.375,0.186,0.031,0.180,0.152,0.169,0.403,0.211,0.323,0.512,1), 20,20) ucla=list(akkul,tumkaya,civitci,karaoglu,pamukcu,tutgun,bilge,erdem,selma,tutgun11,atasayar,bilgili,kapkiran,nurtenkaya,duru, kapkiran13,yunus,budakoglu,ciyin,fikri,baran,ekinci,yazicilar,arcan,certel,ciftci,golcu,kapkiran16,karababa,mercan,mine, saricam,armagan,baltaci,guven,ozge,ulu,durak,genc,mert,meral) ucla names(ucla) <- c("akkul","tumkaya","civitci","karaoglu","pamukcu","tutgun","bilge","erdem","selma","tutgun11","atasayar","bilgili","kapkiran","nurtenkaya","duru", "kapkiran13","yunus","budakoglu","ciyin","fikri","baran","ekinci","yazicilar","arcan","certel","ciftci","golcu","kapkiran16","karababa","mercan","mine", "saricam","armagan","baltaci","guven","ozge","ulu","durak","genc","mert","meral") ucla n=matrix(c(117,422,439,446,278,686,200,204,144,595,300,428,336,667,190,110,144,225,267,665,426,392,319,381,144,398,411,110, 683,343,242,326,93,873,182,325,1451,786,202,281,630),1,41) n #TSSEM 1. adım analizleri fixed effect model için fixed1 <- tssem1(ucla, n, method="FEM") summary(fixed1) ## Alternative approach if you do not want to save "fixed1" summary( tssem1(ucla, n, method="FEM") ) #[sij] ler birleÅŸtirilmiÅŸ kor veya kov matrisini simgeler, çıktıdan sadece onlar almak için: coef(fixed1) #TSSEM 2. adım analizleri #kestirimlerden önce RAM yaklasýmý ile matrisleri hesaplarız#### ## Define the S matrix that includes both Phi and Psi ## Phi matrix: 1x1 correlation matrix between the latent factors ( Phi <- matrix(c(1,".3*cor",".3*cor",1), nrow=2, ncol=2) ) ( Phi <- matrix(c(1), nrow=1, ncol=1) ) ## Psi matrix: 20x20 diagonal matrix of the error variances ( Psi <- Diag(c(".2*e1",".2*e2",".2*e3",".2*e4",".2*e5",".2*e6",".2*e7",".2*e8",".2*e9",".2*e10",".2*e11",".2*e12",".2*e13",".2*e14", ".2*e15",".2*e16",".2*e17",".2*e18",".2*e19",".2*e20")) ) ## Create a block diagonal matrix as the S matrix S1 <- bdiagMat(list(Psi, Phi)) #BU ADIM GEREKLÝ OLMASADA YORUMLAMA KOLAYLIÐI AÇISINDAN ÖNEMLÝ dimnames(S1)[[1]] <- c("[,1]","[,2]","[,3]","[,4]","[,5]","[,6]","[,7]","[,8]","[,9]","[,10]","[,11]","[,12]","[,13]","[,14]", "[,15]","[,16]","[,17]","[,18]","[,19]","[,20]", "L") dimnames(S1)[[2]] <- dimnames(S1)[[1]] S1 ## Convert it into a MxMatrix class S1 <- as.mxMatrix(S1) ## Lambda matrix: 20x1 factor loadings ## Arrange the data by row ( Lambda <- matrix(c(".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L", ".3*L"), nrow=20, ncol=1, byrow=TRUE) ) ## Create a 20x20 of zeros ( Zero20x20 <- matrix(0, nrow=20, ncol=20) ) ## Create a 1x21 of zeros ( Zero1x21 <- matrix(0, nrow=1, ncol=21) ) ## Define the A matrix A1 <- rbind(cbind(Zero20x20, Lambda), Zero1x21) ## bu adım yine modeli incelemek için kullanışlı dimnames(A1)[[1]] <- c("[,1]","[,2]","[,3]","[,4]","[,5]","[,6]","[,7]","[,8]","[,9]","[,10]","[,11]","[,12]","[,13]","[,14]","[,15]", "[,16]","[,17]","[,18]","[,19]","[,20]", "L") dimnames(A1)[[2]] <- dimnames(A1)[[1]] A1 ## Convert it into a MxMatrix class A1 <- as.mxMatrix(A1) ## F matrix to select the observed variables ## First 20 elements are observed variables ## Last 1 elements are latent variables F1 <- create.Fmatrix(c(1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0), name="F1", as.mxMatrix=FALSE) ## bu adım yine modeli incelemek için kullanışlı dimnames(F1)[[1]] <- c("[,1]","[,2]","[,3]","[,4]","[,5]","[,6]","[,7]","[,8]","[,9]","[,10]","[,11]","[,12]","[,13]","[,14]","[,15]","[,16]","[,17]","[,18]","[,19]","[,20]") dimnames(F1)[[2]] <- c("[,1]","[,2]","[,3]","[,4]","[,5]","[,6]","[,7]","[,8]","[,9]","[,10]","[,11]","[,12]","[,13]","[,14]","[,15]","[,16]","[,17]","[,18]","[,19]","[,20]", "L") F1 ## Convert it into a MxMatrix class F1 <- as.mxMatrix(F1) ##matrisler hesaplandıkan sonra TSSEM ikinci asamama kestirimlerine gecilir### ##tssem ikinci asamasý icin fixed1 den ögeleri alarak rem ya da seme göre ###birleÅŸtirilmiÅŸ kor matrisi ve asmptotk örneklem kor mat oluÅŸturur. fixed2 <- tssem2(fixed1, Amatrix=A1, Smatrix=S1, Fmatrix=F1, diag.constraints=FALSE) summary(fixed2) ##RANDUM EFFECT MODELS######## random1 <- tssem1(ucla, n, method="REM") summary(random1) #BU ANALÝZLERDE PROBLEMELR OLABÝLÝR ÜSTESÝNDEN GELMEK ÝÇÝN DÝAGONAL MATRÝSLE REM YAPILIR random1 <- tssem1(ucla, n, method="REM", RE.type="Diag") summary(random1) #pooled kor matrisini oluþturmak için ## Extract the fixed-effects estimates (est_fixed <- coef(random1, select="fixed")) ## Convert the estimated vector to a symmetrical matrix ## where the diagonals are fixed at 1 (for a correlation matrix) vec2symMat(est_fixed, diag=FALSE) ##tssem ikinci adýmý için : random2 <- tssem2(random1, Amatrix=A1, Smatrix=S1, Fmatrix=F1, diag.constraints=FALSE) summary(random2)