Handbook of Advanced Multilevel Analysis

Handbook of Advanced Multilevel Analysis
Author :
Publisher : Routledge
Total Pages : 698
Release :
ISBN-10 : 9781136951268
ISBN-13 : 1136951261
Rating : 4/5 (261 Downloads)

Book Synopsis Handbook of Advanced Multilevel Analysis by : Joop Hox

Download or read book Handbook of Advanced Multilevel Analysis written by Joop Hox and published by Routledge. This book was released on 2011-01-11 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Handbook of Advanced Multilevel Analysis Related Books

Handbook of Advanced Multilevel Analysis
Language: en
Pages: 698
Authors: Joop Hox
Categories: Psychology
Type: BOOK - Published: 2011-01-11 - Publisher: Routledge

DOWNLOAD EBOOK

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
Handbook of Advanced Multilevel Analysis
Language: en
Pages: 408
Authors: Joop Hox
Categories: Psychology
Type: BOOK - Published: 2011-01-11 - Publisher: Psychology Press

DOWNLOAD EBOOK

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
Handbook of Multilevel Analysis
Language: en
Pages: 498
Authors: Jan Deleeuw
Categories: Mathematics
Type: BOOK - Published: 2007-12-26 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book presents the state of the art in multilevel analysis, with an emphasis on more advanced topics. These topics are discussed conceptually, analyzed math
The SAGE Handbook of Multilevel Modeling
Language: en
Pages: 954
Authors: Marc A. Scott
Categories: Social Science
Type: BOOK - Published: 2013-08-31 - Publisher: SAGE

DOWNLOAD EBOOK

In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling.
Handbook of Structural Equation Modeling
Language: en
Pages: 801
Authors: Rick H. Hoyle
Categories: Business & Economics
Type: BOOK - Published: 2023-02-17 - Publisher: Guilford Publications

DOWNLOAD EBOOK

"This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with a