This feature allows you to get a detailed diagnostic report for your Latent Class Analysis Mixed Mode Cluster Analysis or Mixed Mode Trees analysis. The reported statistics help when diagnosing the quality of solutions (Latent Class example):
Convergence Data
Fit Statistics
Class Sizes (unweighted and weighted)
Class Parameters
Requirements
A data set containing the variables that you want to use as inputs to the latent class, mixed-mode trees, or mixed-mode cluster analysis
Method
- Select the output from one of these analyses. In this example, we will be using output from a latent class analysis
- From the toolbar, select Anything
> Advanced Analysis > Cluster > Diagnostic > Analysis Report
The output looks like this: - To get a diagnostic report for a Mixed Mode Trees analysis, select Anything
> Advanced Analysis > Machine Learning > Diagnostic > Analysis Report (Mixed Mode Tree)
- To get a diagnostic report for a Mixed Mode Cluster Analysis, select Anything
> Advanced Analysis > Cluster > Diagnostic > Analysis Report