社会科学研究中的实用多水平分析
Robert Bickel, "Multilevel Analysis for Applied Research: It's Just Regression! (Methodology In The Social Sciences)"
English | 2007-03-20 | ISBN: 159385191X | 384 pages | PDF | 2.7 mb
作者简介:
Robert Bickel(美国.马歇尔大学Marshall University)
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教材简介: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. Note: Complete datasets, and other useful information.