Advanced Multitrait-Multimethod Analyses for the Behavioral and Social Sciences

Author:   Jonathan Lee Helm
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367336424


Pages:   216
Publication Date:   20 July 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Advanced Multitrait-Multimethod Analyses for the Behavioral and Social Sciences


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Overview

This book summarizes a range of new analytic tools for multitrait-multimethod (MTMM) data. Providing an expository yet accessible approach to cutting-edge developments for MTMM analysis, a selection of quantitative researchers reveal their recent contributions to the field including non-technical summaries and empirical examples. The contributions inform quantitative social scientists of some of the most cutting-edge developments for MTMM analysis. A range of developments have emerged over the past decade for MTMM analyses, and this book presents these novel additions to the quantitative community as a cohesive narrative. This book makes these recent MTMM contributions accessible to applied researchers (most MTMM innovations are presented in less approachable journals for applied researchers) by providing non-technical summaries and empirical examples. This book will serve as a stepping stone for applied researchers seeking to adopt MTMM analysis into their program of research, and will be relevant to researchers, both within a professional and academic context, across the social and behavioral sciences.

Full Product Details

Author:   Jonathan Lee Helm
Publisher:   Taylor & Francis Ltd
Imprint:   Routledge
Weight:   0.380kg
ISBN:  

9780367336424


ISBN 10:   0367336421
Pages:   216
Publication Date:   20 July 2021
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1 An Introduction to Advanced Multitrait-Multimethod Analysis 2 Multitrait-Multimethod Matrix: Method in the Madness 3 Restricted Correlated Trait - Correlated Method Models for Analyzing Multitrait - Multimethod Data 4 Musing on Alternate Confirmatory Factor Models for Multitrait - Multimethod Data 5 Rank Deficiencies in a Reduced Information Latent Variable Model 6 Calculating the Probability of Accurate Model Selection for Multitrait - Multimethod Structural Equation Models 7 Construction of Informative Priors for the Application of CFA - MTMM Models in Small Samples: A Model - Free Approach 8 Leveraging Component-Based Methods to Improve MTMM Analysis: Exploration and Outlier Detection 9 Analysing Multitrait-Multimethod Data with Exploratory Multivariate Analysis…The French Way: A Multiple Factor Analysis Perspective

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Author Information

Jonathan Lee Helm is an Assistant Professor of quantitative psychology at San Diego State University, California, USA. In general, Dr. Helm develops and refines statistical models that measure psychological constructs, and analyze longitudinal data.

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