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Multilevel analysis techniques and applications

Joop J. Hox; Moerbeek, Mirjam 1973-; Schoot, Rens van de 1979- · OpenAlex · 2002

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Author / responsible party
Joop J. Hox; Moerbeek, Mirjam 1973-; Schoot, Rens van de 1979-
Publisher
OpenAlex
Year
2002
Language
English

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1. Introduction to Multilevel Analysis. 2. The Basic Two-Level Regression Model. 3. Estimation and Hypothesis Testing in Multilevel Regression. 4. Some Important Methodological and Statistical Issues. 5. Analyzing Longitudinal Data. 6. The Multilevel Generalized Linear Model for Dichotomous Data and Proportions. 7. The Multilevel Generalized Linear Model for Categorical and Count Data. 8. Multilevel Survival Analysis. 9. Cross-classified Multilevel Models. 10. Multivariate Multilevel Regression Models. 11. The Multilevel Approach to Meta-Analysis. 12. Sample Sizes and Power Analysis in Multilevel Regression. 13. Advanced Issues in Estimation and Testing. 14. Multilevel Factor Models. 15. Multilevel Path Models. 16. Latent Curve Models.

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APA 7

Hox, J. J, Moerbeek, M. 1, & Schoot, R. V. D. 1. (2002). Multilevel analysis techniques and applications. https://doi.org/10.4324/9780203852279

MLA

Hox, Joop J, et al. "Multilevel analysis techniques and applications." 2002. https://doi.org/10.4324/9780203852279.

Chicago

Hox, Joop J, Mirjam 1973- Moerbeek, and Rens van de 1979- Schoot. 2002. "Multilevel analysis techniques and applications.". https://doi.org/10.4324/9780203852279.

Harvard

Hox, J. J, Moerbeek, M. 1. and Schoot, R. V. D. 1. 2002, Multilevel analysis techniques and applications, OpenAlex, available at: https://doi.org/10.4324/9780203852279 [Accessed 7 Aug. 2026].

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Resource details

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Title
Multilevel analysis techniques and applications
Author / contributors
Joop J. Hox; Moerbeek, Mirjam 1973-; Schoot, Rens van de 1979-
Publisher
OpenAlex
Publication year
2002
Language
English

Subjects

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Multilevel model; Marginal model; Categorical variable; Regression analysis; Statistics; Hierarchical database model; Multivariate statistics; Factor regression model; Linear regression; Generalized linear mixed model; Path analysis (statistics); Computer science
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