Multilevel analysis : an introduction to basic and advanced multilevel modeling /
Introduction to basic and advanced multilevel modeling.
Tom A.B. Snijders, Roel J. Bosker.
- 2nd ed.
- Los Angeles : SAGE, 2012.
- xi, 354 pages : ill. ; 24 cm.
Includes bibliographical references (p. [332]-347) and index.
Multilevel theories, multi-stage sampling, and multilevel models -- Statistical treatment of clustered data -- The random intercept model -- The hierarchical linear model -- Testing and model specification -- How much does the model explain? -- Heteroscedasticity -- Missing data -- Assumptions of the hierarchical linear model -- Designing multilevel studies -- Other methods and models -- Imperfect hierarchies -- Survey weights -- Longitudinal data -- Multivariate multilevel models -- Discrete dependent variables -- Software.