Multilevel Analysis: Techniques and Applications, Third Edition: Quantitative Methodology Series
Autor Joop Hox, Mirjam Moerbeek, Rens van de Schooten Limba Engleză Hardback – 14 sep 2017
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Specificații
ISBN-13: 9781138121409
ISBN-10: 1138121401
Pagini: 364
Ilustrații: 75 Halftones, black and white; 72 Tables, black and white
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.61 kg
Ediția:3rd edition
Editura: Taylor & Francis
Colecția Routledge
Seria Quantitative Methodology Series
Locul publicării:Oxford, United Kingdom
ISBN-10: 1138121401
Pagini: 364
Ilustrații: 75 Halftones, black and white; 72 Tables, black and white
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.61 kg
Ediția:3rd edition
Editura: Taylor & Francis
Colecția Routledge
Seria Quantitative Methodology Series
Locul publicării:Oxford, United Kingdom
Public țintă
Postgraduate and UndergraduateCuprins
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. Assumptions and Robust Estimation Methods. 14. Multilevel Factor Models. 15. Multilevel Path Models. 16. Latent Curve Models. Appendices.
Notă biografică
Joop J. Hox is Emeritus Professor of Social Science Methodology at Utrecht University, the Netherlands.
Mirjam Moerbeek is Associate Professor of Statistics for the Social Sciences at Utrecht University, the Netherlands.
Rens van de Schoot is an Associate Professor of Bayesian Statistics at Utrecht University, the Netherlands, and Extra-Ordinary Professor at the North-West University, South Africa.
Mirjam Moerbeek is Associate Professor of Statistics for the Social Sciences at Utrecht University, the Netherlands.
Rens van de Schoot is an Associate Professor of Bayesian Statistics at Utrecht University, the Netherlands, and Extra-Ordinary Professor at the North-West University, South Africa.
Descriere
Applauded for its clarity, this accessible text helps readers apply multilevel techniques to their research. Hox introduces a general framework on multilevel modeling which covers both observed and latent variables in the same model. Basic models and examples are discussed in non-technical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines including psychology, education, public health, and sociology.