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Multilevel analysis : an introduction to basic and advanced multilevel modeling / Tom A.B. Snijders, Roel J. Bosker.

By: Contributor(s): Material type: TextTextLos Angeles : Sage, 2012Edition: second editioDescription: xi, 354 pages : illustrations ; 24 cmISBN:
  • 9781849202008 :
  • 1849202001
  • 9781849202015 (pbk.)
  • 184920201X (pbk.)
Subject(s): DDC classification:
  • 519.535 22
LOC classification:
  • QA278 .S645 2012
Contents:
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.
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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.

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