Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1152120 | Statistics & Probability Letters | 2012 | 6 Pages |
Abstract
The classical latent class model assumes the hypothesis of conditional independence. We explore tools commonly used to validate this hypothesis (correlation residual plot, log-odds ratio check plot, and known goodness of fit tests) to make practitioners aware of these tools’ shortcomings in correctly identifying local dependence.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Ana Subtil, M. Rosário de Oliveira, Luzia Gonçalves,