Multivariable Modeling And Multivariate Analysis For The Behavioral Sciences
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Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences
Author | : Brian S. Everitt |
Publsiher | : CRC Press |
Total Pages | : 324 |
Release | : 2009-09-28 |
Genre | : Business & Economics |
ISBN | : 9781439807705 |
Download Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences Book in PDF, Epub and Kindle
Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues.The author begins by exploring
Multivariate Analysis for the Behavioral Sciences Second Edition
Author | : Kimmo Vehkalahti,Brian S. Everitt |
Publsiher | : CRC Press |
Total Pages | : 415 |
Release | : 2018-12-19 |
Genre | : Mathematics |
ISBN | : 9781351202268 |
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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
Analysis of Multivariate Social Science Data
Author | : David J. Bartholomew,Fiona Steele,Jane Galbraith,Irini Moustaki |
Publsiher | : CRC Press |
Total Pages | : 376 |
Release | : 2008-06-04 |
Genre | : Mathematics |
ISBN | : 9781584889618 |
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Drawing on the authors' varied experiences working and teaching in the field, Analysis of Multivariate Social Science Data, Second Editionenables a basic understanding of how to use key multivariate methods in the social sciences. With updates in every chapter, this edition expands its topics to include regression analysis, con
Applied Multiple Regression Correlation Analysis for the Behavioral Sciences
Author | : Jacob Cohen,Patricia Cohen,Stephen G. West,Leona S. Aiken |
Publsiher | : Routledge |
Total Pages | : 735 |
Release | : 2013-06-17 |
Genre | : Psychology |
ISBN | : 9781134800940 |
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This classic text on multiple regression is noted for its nonmathematical, applied, and data-analytic approach. Readers profit from its verbal-conceptual exposition and frequent use of examples. The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 . Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.
Applied Analysis of Variance in Behavioral Science
Author | : Lynne Edwards |
Publsiher | : CRC Press |
Total Pages | : 652 |
Release | : 1993-06-16 |
Genre | : Mathematics |
ISBN | : 0824788966 |
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A reference devoted to the discussion of analysis of variance (ANOVA) techniques. It presents ANOVA as a research design, a collection of statistical models, an analysis model, and an arithmetic summary of data. Discussion focuses primarily on univariate data, but multivariate generalizations are to
Applied Multiple Regression Correlation Analysis for the Behavioral Sciences
Author | : Patricia Cohen,Stephen G. West,Leona S. Aiken |
Publsiher | : Psychology Press |
Total Pages | : 572 |
Release | : 2014-04-04 |
Genre | : Psychology |
ISBN | : 9781135468255 |
Download Applied Multiple Regression Correlation Analysis for the Behavioral Sciences Book in PDF, Epub and Kindle
This classic text on multiple regression is noted for its nonmathematical, applied, and data-analytic approach. Readers profit from its verbal-conceptual exposition and frequent use of examples. The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying CD with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT. Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.
Elementary Multivariate Analysis for the Behavioral Sciences
Author | : Clifford E. Lunneborg,Robert D. Abbott |
Publsiher | : North Holland |
Total Pages | : 522 |
Release | : 1983-01-01 |
Genre | : Multivariate analysis |
ISBN | : 0444007539 |
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Latent Markov Models for Longitudinal Data
Author | : Francesco Bartolucci,Alessio Farcomeni,Fulvia Pennoni |
Publsiher | : CRC Press |
Total Pages | : 253 |
Release | : 2012-10-29 |
Genre | : Mathematics |
ISBN | : 9781466583719 |
Download Latent Markov Models for Longitudinal Data Book in PDF, Epub and Kindle
Drawing on the authors' extensive research in the analysis of categorical longitudinal data, this book focuses on the formulation of latent Markov models and the practical use of these models. It demonstrates how to use the models in three types of analysis, with numerous examples illustrating how latent Markov models are used in economics, education, sociology, and other fields. The R and MATLAB routines used for the examples are available on the authors' website.