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Handbook of Advanced Multilevel Analysis

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Last updated on 04 May, 2025 16:21:32 BSTView all revisionsView all revisions

Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Brand
Taylor & Francis
ISBN
9781841697222
Subject Area
Experimental Psychology
Publication Name
Handbook of Advanced Multilevel Analysis
Publisher
Taylor & Francis LTD
Publication Year
2010
Series
European Association of Methodology Series
Type
Textbook
Format
Hardcover
Language
English
Item Height
254 mm
Author
J. Kyle Roberts, Joop Hox
Item Weight
907 g
Item Width
178 mm
Number of Pages
408 Pages

About this product

Product Information

This new handbook is the definitive resource on advanced topics related to multilevel analysis. The editors assembled the top minds in the field to address the latest applications of multilevel modeling as well as the specific difficulties and methodological problems that are becoming more common as more complicated models are developed. Each chapter features examples that use actual datasets. These datasets, as well as the code to run the models, are available on the book's website http://www.hlm-online.com . Each chapter includes an introduction that sets the stage for the material to come and a conclusion. Divided into five sections, the first provides a broad introduction to the field that serves as a framework for understanding the latter chapters. Part 2 focuses on multilevel latent variable modeling including item response theory and mixture modeling. Section 3 addresses models used for longitudinal data including growth curve and structural equation modeling. Special estimation problems are examined in section 4 including the difficulties involved in estimating survival analysis, Bayesian estimation, bootstrapping, multiple imputation, and complicated models, including generalized linear models, optimal design in multilevel models, and more. The book's concluding section focuses on statistical design issues encountered when doing multilevel modeling including nested designs, analyzing cross-classified models, and dyadic data analysis. Intended for methodologists, statisticians, and researchers in a variety of fields including psychology, education, and the social and health sciences, this handbook also serves as an excellent text for graduate and PhD level courses in multilevel modeling. A basic knowledge of multilevel modeling is assumed.

Product Identifiers

Publisher
Taylor & Francis LTD
ISBN-13
9781841697222
eBay Product ID (ePID)
178403118

Product Key Features

Number of Pages
408 Pages
Language
English
Publication Name
Handbook of Advanced Multilevel Analysis
Publication Year
2010
Type
Textbook
Author
J. Kyle Roberts, Joop Hox
Subject Area
Experimental Psychology
Series
European Association of Methodology Series
Format
Hardcover

Dimensions

Item Height
254 mm
Item Weight
907 g
Item Width
178 mm

Additional Product Features

Editor
Joop Hox, J. Kyle Roberts
Country/Region of Manufacture
United Kingdom

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