You are here

Df Difference in TSSEM

3 posts / 0 new
Last post
Srikanth's picture
Offline
Joined: 12/28/2016 - 15:36
Df Difference in TSSEM
AttachmentSize
Plain text icon Moderator.txt13.4 KB
Image icon Model.png47.86 KB

Hi Mike and colleagues,

I am trying to estimate a TSSEM model and then test the moderating effect. I am following the wonderful resources provided by you and your team. However, when I compare the constrained and unconstrained models, the difference in degrees of freedom is higher than expected.

In my analysis (model figure and R code attached), I am constraining the A matrix to be equal i.e., I am placing equality constraints on my regression coefficients. My S matrix has 5 parameters - these parameters are not constrained across two models. So, shouldn't my delta df should be 5? However, I get a delta df of 9.

In a subsequent moderator analysis, I am constraining a single regression coefficient to be equal across the two groups. However, my delta df turns out to be 2. I am not sure where I am going wrong. Your help will be appreciated.

Thanks in advance for your help.

Regards,
Srikanth Parameswaran

suzannejak's picture
Offline
Joined: 01/06/2010 - 06:17
Hi Srikanth,

Hi Srikanth,

When you constrain the A matrix (that contains 9 regression coefficients) to be equal across two groups, you are estimating 9 coefficients instead of 2*9 in the unconstrained model. Therefore the difference in df should be 9.

In the subsequent moderator analysis you get 2 df because you used the S matrix from the RAM1 object, which constrains the residual covariance between J and T te be equal as well. It will be solved if you use RAM2$S instead of RAM1$S in group 2. I attached the corrected script.

Good luck!

Best,
Suzanne

File attachments: 
Srikanth's picture
Offline
Joined: 12/28/2016 - 15:36
Thank You

Thank you so much, Dr. Jak for your response. I appreciate it!

Best Regards,
Srikanth Parameswaran