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Multilevel Analysis for Applied Research It s Just Regression Methodology In The Social Sciences 1st Edition by Robert Bickel ISBN 978-1593851910 159385191X

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Multilevel Analysis for Applied Research It s Just Regression Methodology In The Social Sciences 1st Edition Robert Bickel Digital Instant Download

Author(s): Robert Bickel
ISBN(s): 9781606232224, 1606232223
Edition: 1
File Details: PDF, 3.61 MB
Year: 2007
Language: english
SKU: EB-1725660 Category: Tag:

Multilevel Analysis for Applied Research It s Just Regression Methodology In The Social Sciences 1st Edition by Robert Bickel – Ebook PDF Instant Download/Delivery: 978-1593851910,  159385191X
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Product details: 

ISBN 10: 159385191X

ISBN 13: 978-1593851910

Author: Robert Bickel

This book provides a uniquely accessible introduction to multilevel modeling, a powerful tool for analyzing relationships between an individual-level dependent variable, such as student reading achievement, and individual-level and contextual explanatory factors, such as gender and neighborhood quality. Helping readers build on the statistical techniques they already know, Robert Bickel emphasizes the parallels with more familiar regression models, shows how to do multilevel modeling using SPSS, and demonstrates how to interpret the results. He discusses the strengths and limitations of multilevel analysis and explains specific circumstances in which it offers (or does not offer) methodological advantages over more traditional techniques. Over 300 dataset examples from research on educational achievement, income attainment, voting behavior, and other timely issues are presented in numbered procedural steps.
 

Table of contents: 

Chapter 1: Broadening the Scope of Regression Analysis

Chapter 2: The Meaning of Nesting

Chapter 3: Contextual Variables

Chapter 4: From OLS to Random Coefficient to Multilevel Regression

Chapter 5: Developing the Multilevel Regression Model

Chapter 6: Giving OLS Regression Its Due

Chapter 7: Does Multilevel Regression Have Anything to Contribute?

Chapter 8: Multilevel Regression Models with Three Levels

Chapter 9: Familiar Measures Applied to Three-Level Models

Chapter 10: Determining Sample Sizes for Multilevel Regression

Chapter 11: Multilevel Regression Growth Models

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Tags: Robert Bickel, Multilevel Analysis, Applied Research, Just Regression