How to Create Diagnostic Reports for Latent Class, Mixed Mode Trees, and Mixed Mode Cluster Analysis

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

1. Select the output from one of these analyses. In this example, we will be using output from a latent class analysis
2. Select Anything > Advanced Analysis > Cluster > Diagnostic > Analysis Report
   The output looks like this:
   
3. To get a diagnostic report for a Mixed Mode Trees analysis, select Anything > Advanced Analysis > Machine Learning > Diagnostic > Analysis Report (Mixed Mode Tree)
4. To get a diagnostic report for a Mixed Mode Cluster Analysis, select Anything > Advanced Analysis > Cluster > Diagnostic > Analysis Report

Next

How to Do Latent Class Analysis

How to Run Mixed-Mode Tree

How to do Mixed Mode Cluster Analysis in Displayr