Multilevel modelling: 2. Linear multilevel models: inference, diagnostics and design Linear multilevel models: inference, diagnostics and design
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| Other Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Los Angeles [u.a.]
Sage
2010
|
| Edition: | 1. publ. |
| Series: | Sage benchmarks in social research methods
Sage benchmarks in social research methods |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 357 S. 24 cm |
| ISBN: | 9781847872739 |
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Record in the Search Index
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| adam_text | Titel: Bd. 2. Multilevel modelling. Linear multilevel models: inference, diagnostics and design
Autor:
Jahr: 2010
Contents
Volume 2 - Linear Multilevel Models: Inference,
Diagnostics and Design
Introduction: Linear Multilevel Models - Inference, Diagnostics
and Design vii
Anders Skrondal and Sophia Rabe-Hesketh
1. Parameter Estimation
19. Estimation Procedures for Hierarchical Linear Models 3
Hariharan Swaminathan and H. Jane Rogers
2. Assigning Values to Random Effects
20. Assigning Values to the Random Intercepts 53
Sophia Rabe-Hesketh and Anders Skrondal
21. That BLUP Is a Good Thing: The Estimation of Random Effects 63
G.K Robinson
3. Model Diagnostics and Robustness
22. Outliers in Multilevel Data 99
Ian H. Langford and Toby Lewis
23. Diagnostic Checks for Multilevel Models 139
TomAB. Snijders and Johannes Berkhof
24. The Effect of Misspecifying the Random-Effects Distribution in 175
Linear Mixed Models for Longitudinal Data
Geert Verbeke and Emmanuel Lesajfre
25. Robustness of the Linear Mixed Model to Misspecified Error 191
Distribution
Helene Jacqmin-Gadda, Solenne Sibillot, Cecile Proust,
Jean-Michel Molina and Rodolphe Thiebaut
4. Model Building and Inference
26. Testing and Model Specification 213
Tom AB. Snijders and Roel J. Bosker
27. Assessing the Adequacy of Hierarchical Models 227
Stephen W. Raudenbush and Anthony S. Bryk
28. Variance Component Testing in Multilevel Models 261
Johannes Berkhof and Tom AB. Snijders
29. Inference and Hierarchical Modeling in the Social Sciences 283
David Draper
vi Contents
5. Study Design, Power and Sample Size
30. Power and Sample Size in Multilevel Linear Models 317
TomAB. Snijders
31. Statistical Analysis and Optimal Design for Cluster Randomized Trials 323
Stephen W. Raudenbush
32. Design Issues for Experiments in Multilevel Populations 345
Mirjam Moerbeek, Gerard J.P. van Breukelen and Martijn P.F. Berger
|
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| dewey-tens | 300 - Social sciences |
| discipline | Soziologie |
| edition | 1. publ. |
| format | Book |
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| illustrated | Not Illustrated |
| indexdate | 2024-07-09T22:08:58Z |
| institution | BVB |
| isbn | 9781847872739 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-018875051 |
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| owner | DE-N2 |
| owner_facet | DE-N2 |
| physical | X, 357 S. 24 cm |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Sage |
| record_format | marc |
| series2 | Sage benchmarks in social research methods |
| spelling | Multilevel modelling 2. Linear multilevel models: inference, diagnostics and design Linear multilevel models: inference, diagnostics and design ed. by Anders Skrondal and Sophia Rabe-Hesketh 1. publ. Los Angeles [u.a.] Sage 2010 X, 357 S. 24 cm txt rdacontent n rdamedia nc rdacarrier Sage benchmarks in social research methods Sozialwissenschaften Multilevel models (Statistics) Social sciences Statistical methods Skrondal, Anders edt Rabe-Hesketh, Sophia (DE-588)13573116X edt (DE-604)BV035981123 2 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018875051&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Multilevel modelling Sozialwissenschaften Multilevel models (Statistics) Social sciences Statistical methods |
| title | Multilevel modelling |
| title_auth | Multilevel modelling |
| title_exact_search | Multilevel modelling |
| title_full | Multilevel modelling 2. Linear multilevel models: inference, diagnostics and design Linear multilevel models: inference, diagnostics and design ed. by Anders Skrondal and Sophia Rabe-Hesketh |
| title_fullStr | Multilevel modelling 2. Linear multilevel models: inference, diagnostics and design Linear multilevel models: inference, diagnostics and design ed. by Anders Skrondal and Sophia Rabe-Hesketh |
| title_full_unstemmed | Multilevel modelling 2. Linear multilevel models: inference, diagnostics and design Linear multilevel models: inference, diagnostics and design ed. by Anders Skrondal and Sophia Rabe-Hesketh |
| title_short | Multilevel modelling |
| title_sort | multilevel modelling linear multilevel models inference diagnostics and design |
| topic | Sozialwissenschaften Multilevel models (Statistics) Social sciences Statistical methods |
| topic_facet | Sozialwissenschaften Multilevel models (Statistics) Social sciences Statistical methods |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018875051&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035981123 |
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