metaSEM

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No user picture. Guoquan Joined: 09/30/2019

Problem with TSSEM

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Dear Mike & colleagues,

I am currently working on a TSSEM paper. However, some errors occur when I run the codes in R software. Please see data, my model and R codes in the attachments.

First, when I run TSSEM1, OpenMx status 1 is 6 and Warning message appears: "In print.summary.meta(x) : OpenMx status1 is neither 0 or 1. You are advised to 'rerun' it again." What should I do to solve it?

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No user picture. raklein Joined: 09/07/2019

OpenMX status1: 5 -- Problematic in this case?

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Hi all,

I'm attaching some data and code to demonstrate my problem, but long story short I'm wondering if there is a fix for the 'OpenMX status1: 5' problem I'm having, AND/OR whether it is OK to report these values as-is? (perhaps with a grain of salt?) We're hoping to submit this paper for publication shortly.

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No user picture. Pruealexis Joined: 08/18/2019

Outliers/Influential cases and Publication Bias

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Hi all,
I am currently using metaSEM to create a pooled correlation matrix from 20 studies in my meta-analysis.
I previously used metafor to do this, conducting a metaanalysis via Hunter-Schmidt estimation/method on uncorrected data (maModel), and identified any outliers/influential cases. Using this method, I also completed a leave one out analysis. Metafor also enabled creating Forest Plots and Funnel Plots (to check for publication bias).

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No user picture. nastjuscha Joined: 06/28/2016

TSSEM2 with different combinations of variables

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Dear Mike,

I have a question about possibilities for model specification at stage 2 of MetaSEM.
So I have a dataset with 10 variables - at the end of stage 1 I get a pooled correlation matrix. In stage 2 I would like to test some models with different constellations of the variables, e.g. with variables V1, V2, V3, V4, V5, V6, V7 and V8 in the first model and with V1, V2, V3, V4, V5, V9, V10 in the second. Is that possible? And if it is possible, how should I specify this in the syntax?

Thanks for your help!

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Picture of user. forscher Joined: 03/05/2013

Best way to test constraints on parameters in metaSEM models

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I have metaSEM model (fit using metaSEM::meta) for which I wish to test constraints on the estimated intercepts. I've been using car::linearHypothesis because it's extremely flexible -- it works on any model that provides a variance-covariance matrix (via vcov()) and a vector of estimated coefficients (via coef()). Given a metaSEM model, car::linearHypothesis seems to allow the testing of joint hypotheses (ex, the hypothesis that Intercept1 = 0 AND Intercept2 = 0) and complex hypotheses (ex, the hypothesis that Intercept1 = Intercept2).

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No user picture. Xin Lin Joined: 06/10/2019

MetaSEM Error Message-Missing value where TRUE/FALSE needed

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Hi Dr. Cheung,
I am trying to use my dataset to mimic your code “fixed1 <- tssem1(mat,n, method = "FEM")”
I got the error message “Error in if (!all(isPD)) warning(paste("Group ", (1:no.groups)[!isPD], :
missing value where TRUE/FALSE needed”
I have attached the first five correlation matrices and the sample size (n) for each study.

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No user picture. Xin Lin Joined: 06/10/2019

Unable to read data

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Hi Dr. Cheung and colleague,

I am trying to mimic your codes in your metaSEM article (cheung, 2018). I construct a fake dataset and try the tssem1 as following

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No user picture. Sepidehe Joined: 05/24/2019

OpenMx status is 6

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Dear Mike and colleagues,
I am trying to conduct a metaSEM analysis with 11 variables and 111 studies. However, I am stuck at the early stages as the OpenMX status is 6. Due to this issue, I removed all the studies with only one input (i.e., corrected correlation for unreliability) and performed the analysis again but the problem still persists. I am attaching my data as well as the results of my analyses. I would appreciate if you could help me figure this issue out.
Many thanks,
Sepideh

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No user picture. nbl Joined: 05/08/2019

Multiple Effect Sizes Within Studies - Prior to Step 1

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Thank you for allowing me to join this community!

I want to conduct a small TSSEM using individual participant data from six studies. Since I have the raw data for each study, I am running into a problem with multiple measures of single constructs. Essentially, I have many relationships, but I don’t have many studies. Here is a simplified example of four constructs in one study, using different measures:

Predictor1 – Measure A
Predictor1 – Measure B
Predictor2 – Measure A
Predictor2 – Measure B
Predictor2 – Measure C

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No user picture. smh1003 Joined: 04/22/2019

Unable to run meta-SEM due to missing data

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First of all, I am grateful for asking my question to this forum where gurus of meta-SEM are helping people like me.
I am currently conducting meta-SME with the theory of planned behavior by following the example of Scalco17 in this website.
https://cran.r-project.org/web/packages/metaSEM/vignettes/Examples.html#scalco17
It seems my dataset work pretty well, but something is messing up the analysis.