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Applied Latent Class Analysis Allan L. McCutcheon, Jacques A. Hagenaars
Publisher: Cambridge University Press

McCutcheon (Eds.), Applied latent class analysis (pp. Latent class models for longitudinal data. This study introduces several recent innovations in latent class analysis to a wider audience of researchers. The study used latent class analysis to associate child maltreatment and behavioral disorder. LINK: Download Applied Latent Class Analysis Book. In applying the proposed approach to an epidemiological study that examined the relationship between environmental polychlorinated biphenyl (PCB) exposure and the risk of endometriosis, we identified a highly significant overall effect of PCB concentrations on the risk of endometriosis. Cambridge, United Kingdom: Cambridge University Press. What predicts relapse: Prospective testing of antecedent models. Instead of a standard regression model, consider building a latent class regression. Candidate at North Carolina State University, at 3:00 p.m. Abstract: When data are believed to have hidden clusters, it is common practice to identify the clusters and then conduct analysis in each cluster separately. Friday, November 2, in Cleveland Hall 418. Please join us for the applied mathematics talk "Penalization Techniques for Latent Class Regression," presented by Anthony Franklin, a Ph.D. We develop a latent class modeling approach for joint analysis of high-dimensional semicontinuous biomarker data and a binary disease outcome. In addition to standard multinomial logit models, mixed and latent class logit models are used to analyze the data from our stated choice experiment. Applying latent class analysis to this data, six classes were identified as clinically interpretable and relevant subgroups of prescription opioid abusers. We compare two techniques that are widely used in the analysis of life course trajectories: latent class analysis and sequence analysis. Latent class analysis can be applied to determine the sensitivity and specificity of a new test when no standard exists. Nursing Medical Article: Using latent class analysis to model prescription medications in the measurement of falling among a community elderly population.