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MULTILEVEL ANALYSIS: TECHNIQUES AND APPLICATIONS By Joop J. Hox & Mirjam VG
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eBay-objectnummer:226112616271
Specificaties
- Objectstaat
- Heel goed
- Opmerkingen van verkoper
- ISBN-10
- 080583219X
- Book Title
- Multilevel Analysis: Techniques and Applications (Quantitative
- ISBN
- 9780805832198
- Subject Area
- Psychology, Mathematics, Social Science
- Publication Name
- Multilevel Analysis : Techniques and Applications
- Item Length
- 9 in
- Publisher
- Taylor & Francis Group
- Subject
- Probability & Statistics / General, Probability & Statistics / Regression Analysis, Statistics, Research & Methodology
- Series
- Quantitative Methodology Ser.
- Publication Year
- 2002
- Type
- Textbook
- Format
- Uk-B Format Paperback
- Language
- English
- Item Height
- 0.8 in
- Item Width
- 6.4 in
- Item Weight
- 17.8 Oz
- Number of Pages
- 320 Pages
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Product Information
This book is an introduction to multilevel analysis for applied researchers featuring models for hierarchical or nested data. This book presents two types of models: The multilevel regression and multilevel covariance structures models. Despite the book being an introduction, it includes a discussion of many extensions and special applications. As an introduction, it will be useable in courses in a variety of fields, such as psychology, education, sociology, and business. The various extensions and special applications make it useful to researchers who work in applied or theoretical research, and to methodologists that have to consult with these researchers. The basic models and examples are discussed in non-technical terms; the emphasis is on understanding the methodological and statistical issues involved in using these models. Some of the extensions and special applications contain more technical discussions, either because that is necessary for understanding what the model does, or as an introduction to more advanced treatments. Thus, the book will be useful as an introduction and as a standard reference for a large variety of applications.
Product Identifiers
Publisher
Taylor & Francis Group
ISBN-10
080583219x
ISBN-13
9780805832198
eBay Product ID (ePID)
11038688647
Product Key Features
Publication Name
Multilevel Analysis : Techniques and Applications
Format
Uk-B Format Paperback
Language
English
Subject
Probability & Statistics / General, Probability & Statistics / Regression Analysis, Statistics, Research & Methodology
Series
Quantitative Methodology Ser.
Publication Year
2002
Type
Textbook
Subject Area
Psychology, Mathematics, Social Science
Number of Pages
320 Pages
Dimensions
Item Length
9 in
Item Height
0.8 in
Item Width
6.4 in
Item Weight
17.8 Oz
Additional Product Features
LCCN
2001-057760
Lc Classification Number
Ha29.H783 2002
Reviews
"The author has chosen a technical level for the presentation that allows precision in the model specifications and the discussion of more advanced issues without detracting from its applied focus. This book provides a good reference for those who want to grasp the essentials of this widely used methodology." -Short Book Reviews "...provides an intuitive understanding of the topic while building on a basic foundation of classical multiple regression....is very well organized and is a nice resource to supplement other texts....I especially recommend this book to practitioners and consultants who work in social-science-related disciplines, although it is also handy for anyone that works with mixed models." -Journal of the American Statistical Association, "The author has chosen a technical level for the presentation that allows precision in the model specifications and the discussion of more advanced issues without detracting from its applied focus. This book provides a good reference for those who want to grasp the essentials of this widely used methodology." --Short Book Reviews "...provides an intuitive understanding of the topic while building on a basic foundation of classical multiple regression....is very well organized and is a nice resource to supplement other texts....I especially recommend this book to practitioners and consultants who work in social-science-related disciplines, although it is also handy for anyone that works with mixed models." --Journal of the American Statistical Association
Table of Content
Contents: Preface. Introduction to Multilevel Analysis. The Basic Two-Level Regression Model: Introduction. Estimation and Hypothesis Testing in Multilevel Regression. Some Important Methodological and Statistical Issues. Analyzing Longitudinal Data. The Logistic Model for Dichotomous Data and Proportions. Cross-Classified Multilevel Models. The Multilevel Approach to Meta-Analysis. Multivariate Multilevel Regression Models. Sample Sizes and Power Analysis in Multilevel Regression. Advanced Methods for Estimation and Testing. Multilevel Factor Models. Multilevel Path Models. Latent Curve Models. Appendix: Data and Stories.
Copyright Date
2002
Target Audience
Scholarly & Professional
Dewey Decimal
001.4/22
Dewey Edition
21
Illustrated
Yes
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