My understanding of gamma is that it is the difference of item mean utilities. That is, independent of their relationship latent traits, Item_i may just be more preferable to Item_k, which gamma reflects. In the current model gamma is allowed to freely vary rather than being derived from the underlying mu_i and mu_k
As such gamma is an N length vector. If we have 4 blocks each with 3 items we will have a gamma with a length of 12.
The current simulation script (SIM_TIRT_data) doesn't do this. Instead it assumes that the gamma values will be the same for each block. So if we had 4 blocks each with 3 items we will have 3 gamma values repeated 4 times. This is not expected or correct functionality I believe.
My understanding of gamma is that it is the difference of item mean utilities. That is, independent of their relationship latent traits, Item_i may just be more preferable to Item_k, which gamma reflects. In the current model gamma is allowed to freely vary rather than being derived from the underlying mu_i and mu_k
As such gamma is an N length vector. If we have 4 blocks each with 3 items we will have a gamma with a length of 12.
The current simulation script (
SIM_TIRT_data
) doesn't do this. Instead it assumes that the gamma values will be the same for each block. So if we had 4 blocks each with 3 items we will have 3 gamma values repeated 4 times. This is not expected or correct functionality I believe.