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Multivariate Applications Series


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Longitudinal Multivariate Psychology

Longitudinal Multivariate Psychology

1st Edition

Emilio Ferrer, Steven M. Boker, Kevin J. Grimm
September 21, 2018

This volume presents a collection of chapters focused on the study of multivariate change. As people develop and change, multivariate measurement of that change and analysis of those measures can illuminate the regularities in the trajectories of individual development, as well as time-dependent...

Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming, Third Edition

Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming, Third Edition

3rd Edition

Barbara M. Byrne
June 24, 2016

This bestselling text provides a practical guide to structural equation modeling (SEM) using the Amos Graphical approach. Using clear, everyday language, the text is ideal for those with little to no exposure to either SEM or Amos. The author reviews SEM applications based on actual data taken from...

Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide

Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide

1st Edition

Kandauda K.A.S. Wickrama, Tae Kyoung Lee, Catherine Walker O’Neal, Frederick O. Lorenz
April 07, 2016

This practical introduction to second-order and growth mixture models using Mplus introduces simple and complex techniques through incremental steps. The authors extend latent growth curves to second-order growth curve and mixture models and then combine the two. To maximize understanding, each...

What If There Were No Significance Tests?: Classic Edition

What If There Were No Significance Tests?: Classic Edition

1st Edition

Lisa L. Harlow, Stanley A. Mulaik, James H. Steiger
March 14, 2016

The classic edition of What If There Were No Significance Tests? highlights current statistical inference practices. Four areas are featured as essential for making inferences: sound judgment, meaningful research questions, relevant design, and assessing fit in multiple ways. Other options (data...

Longitudinal Structural Equation Modeling: A Comprehensive Introduction

Longitudinal Structural Equation Modeling: A Comprehensive Introduction

1st Edition

Jason T. Newsom
June 18, 2015

This comprehensive resource reviews structural equation modeling (SEM) strategies for longitudinal data to help readers see which modeling options are available for which hypotheses. The author demonstrates how SEM is related to other longitudinal data techniques throughout. By exploring...

Multivariate Applications in Substance Use Research: New Methods for New Questions

Multivariate Applications in Substance Use Research: New Methods for New Questions

1st Edition

Jennifer S. Rose, Laurie Chassin, Clark C. Presson, Steven J. Sherman
June 08, 2015

This edited volume introduces the latest advances in quantitative methods and illustrates ways to apply these methods to important questions in substance use research. The goal is to provide a forum for dialogue between methodologists developing innovative multivariate statistical methods and...

Handbook of Item Response Theory Modeling: Applications to Typical Performance Assessment

Handbook of Item Response Theory Modeling: Applications to Typical Performance Assessment

1st Edition

Steven P. Reise, Dennis A. Revicki
December 12, 2014

Item response theory (IRT) has moved beyond the confines of educational measurement into assessment domains such as personality, psychopathology, and patient-reported outcomes. Classic and emerging IRT methods and applications that are revolutionizing psychological measurement, particularly for...

Longitudinal Analysis: Modeling Within-Person Fluctuation and Change

Longitudinal Analysis: Modeling Within-Person Fluctuation and Change

1st Edition

Lesa Hoffman
December 04, 2014

Longitudinal Analysis provides an accessible, application-oriented treatment of introductory and advanced linear models for within-person fluctuation and change. Organized by research design and data type, the text uses in-depth examples to provide a complete description of the model-building...

Structural Equation Modeling With Lisrel, Prelis, and Simplis: Basic Concepts, Applications, and Programming

Structural Equation Modeling With Lisrel, Prelis, and Simplis: Basic Concepts, Applications, and Programming

1st Edition

Barbara M. Byrne
September 11, 2014

This book illustrates the ease with which various features of LISREL 8 and PRELIS 2 can be implemented in addressing research questions that lend themselves to SEM. Its purpose is threefold: (a) to present a nonmathmatical introduction to basic concepts associated with SEM, (b) to demonstrate basic...

Modeling Intraindividual Variability With Repeated Measures Data: Methods and Applications

Modeling Intraindividual Variability With Repeated Measures Data: Methods and Applications

1st Edition

Scott L. Hershberger, D.S. Moskowitz
March 19, 2014

This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable. It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest...

The Essence of Multivariate Thinking: Basic Themes and Methods

The Essence of Multivariate Thinking: Basic Themes and Methods

2nd Edition

Lisa L. Harlow
January 13, 2014

By focusing on underlying themes, this book helps readers better understand the connections between multivariate methods. For each method the author highlights: the similarities and differences between the methods, when they are used and the questions they address, the key assumptions and...

Contemporary Psychometrics

Contemporary Psychometrics

1st Edition

Albert Maydeu-Olivares, John J. McArdle
May 01, 2013

Contemporary Psychometrics features cutting edge chapters organized in four sections: test theory, factor analysis, structural equation modeling, and multivariate analysis. The section on test theory includes topics such as multidimensional item response theory (IRT), the relationship between IRT...

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