New PDF release: Applied Latent Class Analysis

By Jacques A. Hagenaars, Allan L. McCutcheon

ISBN-10: 0521594510

ISBN-13: 9780521594516

This research introduces a number of fresh ideas in latent type research to a much broader viewers of researchers. some of the world's major innovators within the box of latent type research have contributed essays to the amount, each one providing a key innovation to the fundamental LCM and illustrating the way it can turn out necessary in events more often than not encountered in genuine examine.

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Example text

Because model H1 is the model described in Figures 1(a), 1(b), and 1(c), we find that the cross-classified data in Table 1 are congruent with those figures; thus, any of the corresponding interpretations presented earlier herein for these figures can be applied to these data. , the association models, the correlation models) were used to analyze Table 1. With Figure 1(a), we could explain away the statistically significant relationship described earlier with the association and/or correlation models, or we could explain (rather than explain away) this statistically significant relationship.

The “true” latent types). We present the description of this latent variable next for models M1 and M3 in Tables 6 and 7. In model M1 , there are two latent classes, a “universalistically inclined” latent class and a “particularistically inclined” latent class. 769, respectively. 132, respectively. The modal response is universalistic in situations A, B, C, and D for those who are in the universalistically inclined latent class; and the modal response is particularistic in situations B, C, and D for those who are in the 18 Leo A.

In the Appendix we further comment on the latent class analysis of Table 1. Latent Class Analysis 13 Table 3. Observed and Estimated Expected Frequencies under the H0 and H1 Models Estimated Expected Frequency Cross-Classification Obs. 74 94 8 Goodness-of-fit chi square Percentage reduction Degrees of freedom Note: The H0 model is the null model of independence; the H1 model is the two-class latent class model; these models are applied to the cross-classified data in Table 1. The goodnessof-fit chi-square value obtained by applying each of these models to the cross-classified data is also included, and the corresponding percentage reduction in total chi-square value is also shown.

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


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