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Applied Latent Class Analysis pdf

Applied Latent Class Analysis. Allan L. McCutcheon, Jacques A. Hagenaars

Applied Latent Class Analysis

ISBN: 0521594510,9780521594516 | 478 pages | 12 Mb

Download Applied Latent Class Analysis

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

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. A latent variable modeling approach, specifically latent class analysis (LCA), was used to generate profiles of youth based on their endorsements of the physical and sexual abuse items. In contrast, two studies using multiple group latent class analysis (i.e. To explore the heterogeneity of APED use patterns, the authors subjected data on use patterns to (a) latent class analysis (LCA), (b) latent trait analysis (LTA), and (c) factor mixture analysis to determine the best model of APED use. In addition to standard multinomial logit models, mixed and latent class logit models are used to analyze the data from our stated choice experiment. What predicts relapse: Prospective testing of antecedent models. METHODS: Latent class analysis (a statistical technique to identify clustering of variance from a set of categorical variables) was applied to 174 cases using clinical diagnostic information to identify the most parsimonious model of best fit. Nursing Medical Article: Using latent class analysis to model prescription medications in the measurement of falling among a community elderly population. The knowledge from data/database (KDD) framework for preparing data and finding patterns in large amounts of data served as the process framework in which a latent class analysis (LCA) was applied to IA user data. Using latent class analysis on these variables, we derive seven classes. If single binary questions are used, then belief in reincarnation is more often reported than if a forced-choice question is used which offers respondents alternatives to belief in reincarnation (e.g. 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.

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