This is the first time I am running a Latent Class Analysis and using tidySEM.
I have attached my descriptives table below for the 8 indicators I want to enter into the model. Seven of the variables are Likert scale responses either 1-4, 1-5 or 1-7. One variable is a binary no/yes response coded as 0/1 respectively.
I have cleaned the data and there are no missing variables (I have a big enough dataset to only include full responses). When I try and run the model I am getting errors that I don't know how to address.
Is there anyone well-versed in tidySEM LCA modelling that could help me troubleshoot if I am doing something wrong? I'm finding the learning curve and entry-level R specific information on running LCA models very challenging.
When I use the following sytax:
set.seed(123)
tidySEM::mx_lca(data = LCA1_noNA, classes= 1:6, run = TRUE)
I get the following error:
Error in update_thresholds(zscore) : Could not complete thresholds; either specify all thresholds by hand, or remove constraints.