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Multivariate Applications Series


About the Series

This series of books offers highly accessible and widely applicable methodological topics that have broad appeal and are written in easy-to understand language. Sponsored by the Society of Multivariate Experimental Psychology http://www.smep.org/, it welcomes methodological applications from a variety of disciplines, such as psychology, public health, sociology, education, and business. Authored or edited volumes should feature one of several approaches:

  1. the application of a variety of multivariate methods to a single, major area of research;
  2. a methodological procedure or framework that could be applied to a variety of research areas; or
  3. a variety of perspectives on a controversial topic of interest to applied researchers.

Interested persons should e-mail: Lisa L. Harlow at [email protected]

27 Series Titles

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

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

2nd Edition

By Kandauda Wickrama, Tae Kyoung Lee, Catherine Walker O’Neal, Frederick Lorenz
November 24, 2021

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 using normal and non-normal (e.g., ...

Introduction to Item Response Theory Models and Applications

Introduction to Item Response Theory Models and Applications

1st Edition

By James Carlson
October 13, 2020

This is a highly accessible, comprehensive introduction to item response theory (IRT) models and their use in various aspects of assessment/testing. The book employs a mixture of graphics and simulated data sets to ease the reader into the material and covers the basics required to obtain a solid ...

Teaching Statistics and Quantitative Methods in the 21st Century

Teaching Statistics and Quantitative Methods in the 21st Century

1st Edition

Edited By Joseph Lee Rodgers
July 14, 2020

This work, which provides a guide for revising and expanding statistical and quantitative methods pedagogy, is useful for novice and seasoned instructors at both undergraduate and graduate levels, inspiring them to use transformative approaches to train students as future researchers. Is it time ...

Longitudinal Multivariate Psychology

Longitudinal Multivariate Psychology

1st Edition

Edited By Emilio Ferrer, Steven M. Boker, Kevin J. Grimm
September 13, 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 ...

Understanding The New Statistics Effect Sizes, Confidence Intervals, and Meta-Analysis

Understanding The New Statistics: Effect Sizes, Confidence Intervals, and Meta-Analysis

1st Edition

By Geoff Cumming
August 17, 2011

This is the first book to introduce the new statistics - effect sizes, confidence intervals, and meta-analysis - in an accessible way. It is chock full of practical examples and tips on how to analyze and report research results using these techniques. The book is invaluable to readers interested ...

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

By Barbara M. Byrne
September 05, 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...

What If There Were No Significance Tests? Classic Edition

What If There Were No Significance Tests?: Classic Edition

1st Edition

Edited By 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

By Jason T. Newsom
June 29, 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

Edited By Jennifer S. Rose, Laurie Chassin, Clark C. Presson, Steven J. Sherman
June 09, 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 ...

Longitudinal Analysis Modeling Within-Person Fluctuation and Change

Longitudinal Analysis: Modeling Within-Person Fluctuation and Change

1st Edition

By Lesa Hoffman
November 27, 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 ...

Handbook of Item Response Theory Modeling Applications to Typical Performance Assessment

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

1st Edition

Edited By Steven P. Reise, Dennis A. Revicki
December 19, 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 ...

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

By Barbara M. Byrne
September 12, 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...

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