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Quantitative Methodology Series


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Multilevel Analysis: Techniques and Applications, Third Edition

Multilevel Analysis: Techniques and Applications, Third Edition

3rd Edition

Joop J. Hox, Mirjam Moerbeek, Rens van de Schoot
September 14, 2017

Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in...

An Introduction to Multilevel Modeling Techniques: MLM and SEM Approaches Using Mplus, Third Edition

An Introduction to Multilevel Modeling Techniques: MLM and SEM Approaches Using Mplus, Third Edition

3rd Edition

Ronald H. Heck, Scott L. Thomas
March 25, 2015

Univariate and multivariate multilevel models are used to understand how to design studies and analyze data in this comprehensive text distinguished by its variety of applications from the educational, behavioral, and social sciences. Basic and advanced models are developed from the multilevel...

Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences

Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences

1st Edition

John J. McArdle, Gilbert Ritschard
August 27, 2013

This book reviews the latest techniques in exploratory data mining (EDM) for the analysis of data in the social and behavioral sciences to help researchers assess the predictive value of different combinations of variables in large data sets. Methodological findings and conceptual models that...

Multilevel and Longitudinal Modeling with IBM SPSS

Multilevel and Longitudinal Modeling with IBM SPSS

2nd Edition

Ronald H. Heck, Scott L. Thomas, Lynn N. Tabata
July 22, 2013

This book demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS mixed-effects program (MIXED). Annotated screen shots provide readers with a step-by-step understanding of each technique and navigating the program. Readers learn how to set up, run, and...

Latent Variable and Latent Structure Models

Latent Variable and Latent Structure Models

1st Edition

George A. Marcoulides, Irini Moustaki
July 09, 2013

This edited volume features cutting-edge topics from the leading researchers in the areas of latent variable modeling. Content highlights include coverage of approaches dealing with missing values, semi-parametric estimation, robust analysis, hierarchical data, factor scores, multi-group analysis,...

New Developments in Categorical Data Analysis for the Social and Behavioral Sciences

New Developments in Categorical Data Analysis for the Social and Behavioral Sciences

1st Edition

L. Andries van der Ark, Marcel A. Croon, Klaas Sijtsma
July 09, 2013

Categorical data are quantified as either nominal variables--distinguishing different groups, for example, based on socio-economic status, education, and political persuasion--or ordinal variables--distinguishing levels of interest, such as the preferred politician or the preferred type of...

Multilevel Modeling of Categorical Outcomes Using IBM SPSS

Multilevel Modeling of Categorical Outcomes Using IBM SPSS

1st Edition

Ronald H Heck, Scott Thomas, Lynn Tabata
April 16, 2012

This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools,...

Methodological Advances in Educational Effectiveness Research

Methodological Advances in Educational Effectiveness Research

1st Edition

Bert P.M. Creemers, Leonidas Kyriakides, Pam Sammons
April 21, 2010

Methodological Advances in Educational Effectiveness Research is an important new work by some of the leading researchers in the field of Educational Effectiveness Research (EER). The book provides a state of the art snapshot of the methodology of EER now and clearly demonstrates the way it is...

Applying Generalizability Theory using EduG

Applying Generalizability Theory using EduG

1st Edition

Jean Cardinet, Sandra Johnson, Gianreto Pini
October 28, 2009

Intended to help improve measurement and data collection methods in the behavioral, social, and medical sciences, this book demonstrates an expanded and accessible use of Generalizability Theory (G theory). G theory conceptually models the way in which the reliability of measurement is ascertained....

An Introduction to Latent Variable Growth Curve Modeling: Concepts, Issues, and Application, Second Edition

An Introduction to Latent Variable Growth Curve Modeling: Concepts, Issues, and Application, Second Edition

2nd Edition

Terry E. Duncan, Susan C. Duncan, Lisa A. Strycker
May 23, 2006

This book provides a comprehensive introduction to latent variable growth curve modeling (LGM) for analyzing repeated measures. It presents the statistical basis for LGM and its various methodological extensions, including a number of practical examples of its use. It is designed to take advantage...

Modern Methods for Business Research

Modern Methods for Business Research

1st Edition

George A. Marcoulides
March 01, 1998

This volume introduces the latest popular methods for conducting business research. The goal of each chapter author--a leading authority in a particular subject area--is to provide an understanding of each method with a minimum of mathematical derivations. The chapters are organized within three...

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