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Hi, I'm running a two-level Logistic multilevel regression: individuals nested within provinces. I study the effects of individual level predictors (i.e age, gender, education) and province level predictors (i.e. GDP, mean income) on self-rated health (binary outcome). I notice that the variations i...

When setting up a multiple membership model in MLwiN it requires all of the ID columns to be consecutive, i.e. if the first ID column for the classification was in c10 then the others would be in c11,c12, etc. This is also true for the weight columns. You also need to check that for each non-zero I...

Hi Sir, I'm looking at the spatial-template models. In my dataset, years nested within region. I also try to looking at the multiple membership effect. After I built up the model. The IGLS runs ok. However, when I change to MCMC and run the model, it says: the 2th MM unit for obs 1 is present but ha...

Hi, I use Structure equation model for the Latent variable (factor) models. I came across two issues. First is, how can I put the categorical variable as predictor into the model? It is easy to put gender (male/female), but what if the variable has more than 2 categories? How can I create them for a...