skip to content
The SAGE handbook of multilevel modeling Preview this item
ClosePreview this item
Checking...

The SAGE handbook of multilevel modeling

Author: Jeffrey S Simonoff; Marc A Scott; Brian D Marx
Publisher: London : SAGE, 2013.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
This handbook establishes the connections in multilevel modelling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as an arsenal of state-of-the-art tools. In so doing, it forges vital connections in best-practice in the field that cross traditional disciplinary divides.
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Document Type: Book
All Authors / Contributors: Jeffrey S Simonoff; Marc A Scott; Brian D Marx
ISBN: 9780857025647 0857025643
OCLC Number: 815364809
Description: xxxv, 657 pages : illustrations ; 25 cm
Contents: pt. I MULTILEVEL MODEL SPECIFICATION AND INFERENCE --
1. The Multilevel Model Framework / Jeff Gill, Andrew J. Womack --
2. Multilevel Model Notation --
Establishing the Commonalities / Patrick E. Shrout, Sharon L. Weinberg --
3. Likelihood Estimation in Multilevel Models / Harvey Goldstein --
4. Bayesian Multilevel Models / Ludwig Fahrmeir, Thomas Kneib, Stefan Lang --
5. The Choice Between Fixed and Random Effects / Zac Townsend, Jack Buckley, Masataka Harada, Marc A. Scott --
6. Centering Predictors and Contextual Effects / Craig K. Enders --
7. Model Selection for Multilevel Models / Russell Steele --
8. Generalized Linear Mixed Models --
Overview / Geert, Verbeke, Geert Molenberghs --
9. Longitudinal Data Modeling / Nan M. Laird, Garrett M. Fitzmaurice --
10. Complexities in Error Structures Within Individuals / Vicente Núñez-Antón, Dale L. Zimmerman --
11. Design Considerations in Multilevel Studies / Mirjam Moerbeek --
12. Multilevel Models and Causal Inference / Jennifer Hill --
pt. II VARIATIONS AND EXTENSIONS OF THE MULTILEVEL MODEL --
13. Multilevel Functional Data Analysis / Ciprian M. Crainiceanu, Brian S. Caffo, Jeffrey S. Morris --
14. Nonlinear Models / Lang Wu, Wei Liu --
15. Generalized Linear Mixed Models : Estimation and Inference / Charles E. McCulloch, John M. Neuhaus --
16. Categorical Response Data / Jeroen Vermunt --
17. Smoothing and Semiparametric Models / Jin-Ting Zhang --
18. Penalized Splines and Multilevel Models / Gören Kauermann, Torben Kuhlenkasper --
19. Hierarchical Dynamic Models / Marina Silva Paez, Dani Gamerman --
20. Mixture and Latent Class Models in Longitudinal and Other Settings / Ryan P. Browne, Paul D. McNicholas --
21. Multivariate Response Data / Helena Geys, Christel Faes --
pt. III PRACTICAL CONSIDERATIONS IN MODEL FIT AND SPECIFICATION --
22. Robust Methods for Multilevel Analysis / Joop Hox, Rens van de Schoot --
23. Missing Data / Geert Molenberghs, Geert Verbeke --
24. Lack of Fit, Graphics, and Multilevel Model Diagnostics / Gerda Claeskens --
25. Multilevel Models: Is GEE a Robust Alternative in the Presence of Binary Endogenous Regressors? / Robert Crouchley --
26. Software for Fitting Multilevel Models / Andrzej T. Galecki, Brady T. West --
pt. IV SELECTED APPLICATIONS --
27. Meta-Analysis / Larry V. Hedges, Kimberly S. Maier --
28. Modeling Policy Adoption and Impact with Multilevel Methods / James E. Monogan III --
29. Multilevel Models in the Social and Behavioral Sciences / David Rindskopf --
30. Survival Analysis and the Frailty Model / Ardo van den Hout, Brian D.M. Tom --
31. Point-Referenced Spatial Modeling / Andrew O. Finley, Sudipto Banerjee --
32. Market Research and Preference Data / Adam Sagan --
33. Multilevel Modeling of Social Network and Relational Data / Marijtje A.J. van Duijn.
Other Titles: Multilevel modeling
Handbook of multilevel modeling
Responsibility: edited by Marc A. Scott, Jeffrey Simonoff, Brian D. Marx.

Abstract:

Leading contributors combine practical pieces with overviews of the state of the art in the field, making this handbook essential reading for any student or researcher looking to apply multilevel  Read more...

Reviews

Editorial reviews

Publisher Synopsis

...This handbook attempts to cover an intricate and multifaceted topic and delivers what is expected of it very successfully and at good cost considering its all-purpose usefulness. This handbook is Read more...

 
User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.

Similar Items

Related Subjects:(1)

User lists with this item (2)

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/815364809> # The SAGE handbook of multilevel modeling
    a schema:Book, schema:CreativeWork ;
   library:oclcnum "815364809" ;
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/enk> ;
   library:placeOfPublication <http://dbpedia.org/resource/London> ; # London
   schema:about <http://dewey.info/class/519.54/e23/> ;
   schema:about <http://id.worldcat.org/fast/1028902> ; # Multilevel models (Statistics)
   schema:alternateName "Multilevel modeling" ;
   schema:alternateName "Handbook of multilevel modeling" ;
   schema:bookFormat bgn:PrintBook ;
   schema:contributor <http://viaf.org/viaf/281981680> ; # Marc A. Scott
   schema:contributor <http://viaf.org/viaf/66619646> ; # Jeffrey S. Simonoff
   schema:contributor <http://viaf.org/viaf/308763616> ; # Brian D. Marx
   schema:datePublished "2013" ;
   schema:description "pt. I MULTILEVEL MODEL SPECIFICATION AND INFERENCE -- 1. The Multilevel Model Framework / Jeff Gill, Andrew J. Womack -- 2. Multilevel Model Notation -- Establishing the Commonalities / Patrick E. Shrout, Sharon L. Weinberg -- 3. Likelihood Estimation in Multilevel Models / Harvey Goldstein -- 4. Bayesian Multilevel Models / Ludwig Fahrmeir, Thomas Kneib, Stefan Lang -- 5. The Choice Between Fixed and Random Effects / Zac Townsend, Jack Buckley, Masataka Harada, Marc A. Scott -- 6. Centering Predictors and Contextual Effects / Craig K. Enders -- 7. Model Selection for Multilevel Models / Russell Steele -- 8. Generalized Linear Mixed Models -- Overview / Geert, Verbeke, Geert Molenberghs -- 9. Longitudinal Data Modeling / Nan M. Laird, Garrett M. Fitzmaurice -- 10. Complexities in Error Structures Within Individuals / Vicente Núñez-Antón, Dale L. Zimmerman -- 11. Design Considerations in Multilevel Studies / Mirjam Moerbeek -- 12. Multilevel Models and Causal Inference / Jennifer Hill -- pt. II VARIATIONS AND EXTENSIONS OF THE MULTILEVEL MODEL -- 13. Multilevel Functional Data Analysis / Ciprian M. Crainiceanu, Brian S. Caffo, Jeffrey S. Morris -- 14. Nonlinear Models / Lang Wu, Wei Liu -- 15. Generalized Linear Mixed Models : Estimation and Inference / Charles E. McCulloch, John M. Neuhaus -- 16. Categorical Response Data / Jeroen Vermunt -- 17. Smoothing and Semiparametric Models / Jin-Ting Zhang -- 18. Penalized Splines and Multilevel Models / Gören Kauermann, Torben Kuhlenkasper -- 19. Hierarchical Dynamic Models / Marina Silva Paez, Dani Gamerman -- 20. Mixture and Latent Class Models in Longitudinal and Other Settings / Ryan P. Browne, Paul D. McNicholas -- 21. Multivariate Response Data / Helena Geys, Christel Faes -- pt. III PRACTICAL CONSIDERATIONS IN MODEL FIT AND SPECIFICATION -- 22. Robust Methods for Multilevel Analysis / Joop Hox, Rens van de Schoot -- 23. Missing Data / Geert Molenberghs, Geert Verbeke -- 24. Lack of Fit, Graphics, and Multilevel Model Diagnostics / Gerda Claeskens -- 25. Multilevel Models: Is GEE a Robust Alternative in the Presence of Binary Endogenous Regressors? / Robert Crouchley -- 26. Software for Fitting Multilevel Models / Andrzej T. Galecki, Brady T. West -- pt. IV SELECTED APPLICATIONS -- 27. Meta-Analysis / Larry V. Hedges, Kimberly S. Maier -- 28. Modeling Policy Adoption and Impact with Multilevel Methods / James E. Monogan III -- 29. Multilevel Models in the Social and Behavioral Sciences / David Rindskopf -- 30. Survival Analysis and the Frailty Model / Ardo van den Hout, Brian D.M. Tom -- 31. Point-Referenced Spatial Modeling / Andrew O. Finley, Sudipto Banerjee -- 32. Market Research and Preference Data / Adam Sagan -- 33. Multilevel Modeling of Social Network and Relational Data / Marijtje A.J. van Duijn."@en ;
   schema:description "This handbook establishes the connections in multilevel modelling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as an arsenal of state-of-the-art tools. In so doing, it forges vital connections in best-practice in the field that cross traditional disciplinary divides."@en ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/1175670531> ;
   schema:inLanguage "en" ;
   schema:name "The SAGE handbook of multilevel modeling"@en ;
   schema:productID "815364809" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/815364809#PublicationEvent/london_sage_2013> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/1175670531#Agent/sage> ; # SAGE
   schema:workExample <http://worldcat.org/isbn/9780857025647> ;
   umbel:isLike <http://bnb.data.bl.uk/id/resource/GBB2A7126> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/815364809> ;
    .


Related Entities

<http://dbpedia.org/resource/London> # London
    a schema:Place ;
   schema:name "London" ;
    .

<http://id.worldcat.org/fast/1028902> # Multilevel models (Statistics)
    a schema:Intangible ;
   schema:name "Multilevel models (Statistics)"@en ;
    .

<http://viaf.org/viaf/281981680> # Marc A. Scott
    a schema:Person ;
   schema:familyName "Scott" ;
   schema:givenName "Marc A." ;
   schema:name "Marc A. Scott" ;
    .

<http://viaf.org/viaf/308763616> # Brian D. Marx
    a schema:Person ;
   schema:birthDate "1960" ;
   schema:familyName "Marx" ;
   schema:givenName "Brian D." ;
   schema:name "Brian D. Marx" ;
    .

<http://viaf.org/viaf/66619646> # Jeffrey S. Simonoff
    a schema:Person ;
   schema:familyName "Simonoff" ;
   schema:givenName "Jeffrey S." ;
   schema:name "Jeffrey S. Simonoff" ;
    .

<http://worldcat.org/isbn/9780857025647>
    a schema:ProductModel ;
   schema:isbn "0857025643" ;
   schema:isbn "9780857025647" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.