Multilevel Modeling : Methodological Advances, Issues, and Applications (Multivariate Applications Book Series)

電子版価格 ¥6,171
  • 電書あり

Multilevel Modeling : Methodological Advances, Issues, and Applications (Multivariate Applications Book Series)

  • ただいまウェブストアではご注文を受け付けておりません。 ⇒古書を探す
  • 製本 Hardcover:ハードカバー版/ページ数 314 p.
  • 言語 ENG,ENG
  • 商品コード 9780805836707
  • DDC分類 519.535

基本説明

Critically examines the real problems that occur when trying to use MLMs in applied research, such as power, experimental design, and model violations.

Full Description


This book illustrates the current work of leading multilevel modeling (MLM) researchers from around the world. The book's goal is to critically examine the real problems that occur when trying to use MLMs in applied research, such as power, experimental design, and model violations. This presentation of cutting-edge work and statistical innovations in multilevel modeling includes topics such as growth modeling, repeated measures analysis, nonlinear modeling, outlier detection, and meta analysis. This volume will be beneficial for researchers with advanced statistical training and extensive experience in applying multilevel models, especially in the areas of education; clinical intervention; social, developmental and health psychology, and other behavioral sciences; or as a supplement for an introductory graduate-level course.

Table of Contents

Preface                                            vii
Nonlinear Multilevel Models for Repeated 1 (24)
Measures Data
Robert Cudeck
Stephen H. C. Du Toit
Sensitivity Analysis for Hierarchical Models: 25 (28)
Downweighting and Identifying Extreme Cases
Using the T Distribution
Michael Seltzer
Kilchan Choi
Two-Level Mean and Covariance Structures: 53 (18)
Maximum Likelihood Via an EM Algorithm
Peter M. Bentler
Jiajuan Liang
Analysis of Reading Skills Development From 71 (19)
Kindergarten Through First Grade: An
Application of Growth Mixture Modeling to
Sequential Processes
Bengt Muthen
Siek-Toon Khoo
David J. Francis
Christy K. Boscardin
Multilevel Models for Meta-Analysis 90 (22)
Joop J. Hox
Edith D. De Leeuw
Longitudinal Studies With Intervention and 112(28)
Noncompliance: Estimation of Casual Effects
in Growth Mixture Modeling
Booil Jo
Bengt O. Muthen
Analysis of Repeated Measures Data 140(17)
Elizabeth R. Baumler
Ronald B. Harrist
Scott Carvajal
The Development of Social Resources in a 157(24)
University Setting: A Multilevel Analysis
Nicole Bachmann
Rainer Hornung
Ordered Category Responses and Random Effects 181(28)
in Multilevel and Other Complex Structures
Antony Fielding
Bootstrapping the Effect of Measurement 209(20)
Errors on Apparent Aggregated Group-Level
Effects
Dougal Hutchison
An Iterative Method for the Detection of 229(26)
Outliers in Longitudinal Growth Data Using
Multilevel Models
Russell Ecob
Geoff Der
Estimating Interdependent Effects Among 255(30)
Multilevel Composite Variables in
Psychosocial Research: An Example of the
Application of Multilevel Structural Equation
Modeling
Kenneth J. Rowe
Design Issues in Multilevel Studies 285(14)
Steven P. Reise
Naihua Duan
Subject Index 299(6)
Author Index 305(8)
Author Information 313