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Advances in Longitudinal and Multivariate Analysis in the Behavioral Sciences

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Release : 1993
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Kind : eBook
Book Rating : 709/5 ( reviews)

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Book Synopsis Advances in Longitudinal and Multivariate Analysis in the Behavioral Sciences by : Johan H. Oud

Download or read book Advances in Longitudinal and Multivariate Analysis in the Behavioral Sciences written by Johan H. Oud. This book was released on 1993. Available in PDF, EPUB and Kindle. Book excerpt:

Multivariate Analysis for the Behavioral Sciences, Second Edition

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Author :
Release : 2018-12-19
Genre : Mathematics
Kind : eBook
Book Rating : 26X/5 ( reviews)

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Book Synopsis Multivariate Analysis for the Behavioral Sciences, Second Edition by : Kimmo Vehkalahti

Download or read book Multivariate Analysis for the Behavioral Sciences, Second Edition written by Kimmo Vehkalahti. This book was released on 2018-12-19. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists. Assuming some familiarity with introductory statistics, the book begins by briefly describing a variety of study designs used in the behavioral sciences, and the concept of models for data analysis. The contentious issues of p-values and confidence intervals are also discussed in the introductory chapter. After describing graphical methods, the book covers regression methods, including simple linear regression, multiple regression, locally weighted regression, generalized linear models, logistic regression, and survival analysis. There are further chapters covering longitudinal data and missing values, before the last seven chapters deal with multivariate analysis, including principal components analysis, factor analysis, multidimensional scaling, correspondence analysis, and cluster analysis. Features: Presents an accessible introduction to multivariate analysis for behavioral scientists Contains a large number of real data sets, including cognitive behavioral therapy, crime rates, and drug usage Includes nearly 100 exercises for course use or self-study Supplemented by a GitHub repository with all datasets and R code for the examples and exercises Theoretical details are separated from the main body of the text Suitable for anyone working in the behavioral sciences with a basic grasp of statistics

Advances in Longitudinal Methods in the Social and Behavioral Sciences

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Author :
Release : 2012-11-01
Genre : Education
Kind : eBook
Book Rating : 916/5 ( reviews)

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Book Synopsis Advances in Longitudinal Methods in the Social and Behavioral Sciences by : Gregory R. Hancock

Download or read book Advances in Longitudinal Methods in the Social and Behavioral Sciences written by Gregory R. Hancock. This book was released on 2012-11-01. Available in PDF, EPUB and Kindle. Book excerpt: The importance that practitioners are placing on longitudinal designs and analyses signals a critical shift toward methods that enable a better understanding of developmental processes thought to underlie many human attributes and behaviors. A simple scan of one’s own applied literature reveals evidence of this trend through the increasing number of articles adopting longitudinal methods as their primary analytic tools. Advances in Longitudinal Methods in the Social and Behavioral Sciences is a resource intended for advanced graduate students, faculty, and applied researchers interested in longitudinal data analysis, especially in the social and behavioral sciences. The chapters are written by established methodological researchers from diverse research domains such as psychology, biostatistics, educational statistics, psychometrics, and family sciences. Each chapter exposes the reader to some of the latest methodological developments and perspectives in the analysis of longitudinal data, and is written in a didactic tone that makes the content accessible to the broader research community. This volume will be particularly appealing to researchers in domains including, but not limited to: human development, clinical psychology, educational psychology, school psychology, special education, epidemiology, family science, kinesiology, communication disorders, and education policy and administration. The book will also be attractive to members of several professional organizations such as the American Educational Research Association (AERA), the American Psychological Association (APA), the American Psychological Society (APS), the Society for Research on Adolescence (SRA), the Society of Research in Child Development (SRCD), Society for Research in Adult Development (SRAD), British Psychological Society (BPS), Canadian Psychological Association (CPA), and other related organizations.

Longitudinal Data Analysis for the Behavioral Sciences Using R

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Author :
Release : 2012
Genre : Mathematics
Kind : eBook
Book Rating : 685/5 ( reviews)

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Book Synopsis Longitudinal Data Analysis for the Behavioral Sciences Using R by : Jeffrey D. Long

Download or read book Longitudinal Data Analysis for the Behavioral Sciences Using R written by Jeffrey D. Long. This book was released on 2012. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide for the analysis of longitudinal behavioural data. Longitudinal data consist of repeated measures collected on the same subjects over time.

Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences

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Release : 2017-08-15
Genre : Electronic book
Kind : eBook
Book Rating : 551/5 ( reviews)

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Book Synopsis Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences by : Brian S. Everitt

Download or read book Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences written by Brian S. Everitt. This book was released on 2017-08-15. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Statistical books aimed for those in the behavioral sciences rarely go beyond hypothesis testing. However, to carry out any valid research, professionals in the behavioral sciences need to know how to apply statistical methods in a variety of ways. This book focuses on the most crucial of these, the analysis of data.

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