Multilevel and longitudinal modeling using Stata
- Sophia Rabe-Hesketh, Anders Skrondal.
- 3rd ed.
- College Station, Tex. : Stata Press Publication, 2012.
- Physical description
- 2 v. : ill. ; 24 cm.
Find it Velma Denning Room (Social Science Data and Software)
Library has: v.1-
|QA278.2 .R33 2012 V.1||In transit|
|QA278.2 .R33 2012 V.2||In transit|
Science Library (Li and Ma)
Library has: v.1-
|QA278.2 .R33 2012 V.1||Unknown|
|QA278.2 .R33 2012 V.2||Unknown|
- Includes bibliographical references (p. -953) and indexes.
- v. 1. Continuous responses
- v. 2. Categorical responses, counts, and survival.
- Publisher's Summary
- This book examines Stata's treatment of generalized linear mixed models, also known as multilevel or hierarchical models. These models are "mixed" because they allow fixed and random effects, and they are "generalized" because they are appropriate for continuous Gaussian responses as well as binary, count, and other types of limited dependent variables. Volume I covers continuous Gaussian linear mixed models and has nine chapters. The chapters are organized in four parts. Volume II discusses generalized linear mixed models for binary, categorical, count, and survival outcomes.
(source: Nielsen Book Data)9781597181082 20160611
- Volume I is devoted to continuous Gaussian linear mixed models and has nine chapters. The chapters are organized in four parts. The first part provides a review of the methods of linear regression. The second part provides an in-depth coverage of the two-level models, the simplest extensions of a linear regression model. The mixed-model foundation and the in-depth coverage of the mixed-model principles provided in volume I for continuous outcomes, make it straightforward to transition to generalized linear mixed models for noncontinuous outcomes described in volume II.
(source: Nielsen Book Data)9781597181037 20160611
- Volume II is devoted to generalized linear mixed models for binary, categorical, count, and survival outcomes. The second volume has seven chapters also organized in four parts. The first three parts in volume II cover models for categorical responses, including binary, ordinal, and nominal (a new chapter); models for count data; and models for survival data, including discrete-time and continuous-time (a new chapter) survival responses. The final part in volume II describes models with nested and crossed-random effects with an emphasis on binary outcomes.
(source: Nielsen Book Data)9781597181044 20160612
- Publication date
- 9781597181082 (v.1-2)
- 1597181080 (v.1-2)
- 9781597181037 (v. 1)
- 159718103X (v. 1)
- 9781597181044 (v. 2)
- 1597181048 (v. 2)
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