Applied Latent Class Analysis. Allan L. McCutcheon, Jacques A. Hagenaars
ISBN: 9780521594516 | 478 pages | 12 Mb
Applied Latent Class Analysis Allan L. McCutcheon, Jacques A. Hagenaars
Publisher: Cambridge University Press
The Great British Class Using latent class analysis on measures of economic, social and cultural capital, from our nationally representative sample, we defined a new model of class in Britain today. Marín (Eds.), Acculturation: Advances in theory, measurement, and applied research (pp. The authors examined the extent to which Berry's (1997) acculturation orientation categories--assimilation, integration, separation, and marginalization--would emerge from a latent class analysis of continuous acculturation indices. This study introduces several recent innovations in latent class analysis to a wider audience of researchers. Latent class analysis (LCA) combines information from multiple imperfect measures of an unmeasurable latent condition to estimate sensitivity (Se) and specificity (Sp) of each measure. There is a growing gulf between the elite and the lower classes, and what used to be termed the middle and working classes seem to be splintering into social classes with systematically differing amounts of cultural and social capital. Instead of a standard regression model, consider building a latent class regression. With simple algebraic sensitivity analysis (SA), one uses researcher-specified RS The authors applied LCA to a validation study of a new substance use disorder (SUD) screener and a larger prevalence study. Latent class analysis can be applied to determine the sensitivity and specificity of a new test when no standard exists. Latent class analysis was completed with PROC LCA 1.2.5 beta . Candidate at North Carolina State University, at 3:00 p.m. Friday, November 2, in Cleveland Hall 418. We compare two techniques that are widely used in the analysis of life course trajectories: latent class analysis and sequence analysis. Finally, latent class analysis, a statistical method which has been proposed for the assessment of diagnostic tests in the absence of a gold standard, could be used in this context . Please join us for the applied mathematics talk "Penalization Techniques for Latent Class Regression," presented by Anthony Franklin, a Ph.D. The data analysis was conducted with SAS 9.2. LINK: Download Applied Latent Class Analysis Book. Hispanic college students (N = 436) from Miami participated in the In K. Washington, DC: American Psychological Association. 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.
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