Modern Statistics For The Social And Behavioral Sciences

Author : Rand Wilcox
Publisher : CRC Press
Page : 1084 pages
File Size : 54,5 Mb
Release : 2017-08-15
Category : Mathematics
ISBN : 9781498796804

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Modern Statistics for the Social and Behavioral Sciences by Rand Wilcox Pdf

Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences provides a two-semester, graduate-level introduction to basic statistical techniques that takes into account recent advances and insights that are typically ignored in an introductory course. Hundreds of journal articles make it clear that basic techniques, routinely taught and used, can perform poorly when dealing with skewed distributions, outliers, heteroscedasticity (unequal variances) and curvature. Methods for dealing with these concerns have been derived and can provide a deeper, more accurate and more nuanced understanding of data. A conceptual basis is provided for understanding when and why standard methods can have poor power and yield misleading measures of effect size. Modern techniques for dealing with known concerns are described and illustrated. Features: Presents an in-depth description of both classic and modern methods Explains and illustrates why recent advances can provide more power and a deeper understanding of data Provides numerous illustrations using the software R Includes an R package with over 1300 functions Includes a solution manual giving detailed answers to all of the exercises This second edition describes many recent advances relevant to basic techniques. For example, a vast array of new and improved methods is now available for dealing with regression, including substantially improved ANCOVA techniques. The coverage of multiple comparison procedures has been expanded and new ANOVA techniques are described. Rand Wilcox is a professor of psychology at the University of Southern California. He is the author of 13 other statistics books and the creator of the R package WRS. He currently serves as an associate editor for five statistics journals. He is a fellow of the Association for Psychological Science and an elected member of the International Statistical Institute.

Author : Rand R. Wilcox
Publisher : Unknown
Page : 128 pages
File Size : 49,9 Mb
Release : 2017
Category : Psychology
ISBN : 1498796818

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Modern Statistics for the Social and Behavioral Sciences by Rand R. Wilcox Pdf

Author : Rand Wilcox
Publisher : CRC Press
Page : 862 pages
File Size : 41,8 Mb
Release : 2011-08-05
Category : Mathematics
ISBN : 9781439834565

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Modern Statistics for the Social and Behavioral Sciences by Rand Wilcox Pdf

In addition to learning how to apply classic statistical methods, students need to understand when these methods perform well, and when and why they can be highly unsatisfactory. Modern Statistics for the Social and Behavioral Sciences illustrates how to use R to apply both standard and modern methods to correct known problems with classic techniques. Numerous illustrations provide a conceptual basis for understanding why practical problems with classic methods were missed for so many years, and why modern techniques have practical value. Designed for a two-semester, introductory course for graduate students in the social sciences, this text introduces three major advances in the field: Early studies seemed to suggest that normality can be assumed with relatively small sample sizes due to the central limit theorem. However, crucial issues were missed. Vastly improved methods are now available for dealing with non-normality. The impact of outliers and heavy-tailed distributions on power and our ability to obtain an accurate assessment of how groups differ and variables are related is a practical concern when using standard techniques, regardless of how large the sample size might be. Methods for dealing with this insight are described. The deleterious effects of heteroscedasticity on conventional ANOVA and regression methods are much more serious than once thought. Effective techniques for dealing heteroscedasticity are described and illustrated. Requiring no prior training in statistics, Modern Statistics for the Social and Behavioral Sciences provides a graduate-level introduction to basic, routinely used statistical techniques relevant to the social and behavioral sciences. It describes and illustrates methods developed during the last half century that deal with known problems associated with classic techniques. Espousing the view that no single method is always best, it imparts a general understanding of the relative merits of various techniques so that the choice of method can be made in an informed manner.

Author : RAND. WILCOX
Publisher : CRC Press
Page : 754 pages
File Size : 53,6 Mb
Release : 2020-12-18
Category : Electronic
ISBN : 0367735962

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Modern Statistics for the Social and Behavioral Sciences by RAND. WILCOX Pdf

Requiring no prior training, Modern Statistics for the Social and Behavioral Sciences provides a two-semester, graduate-level introduction to basic statistical techniques that takes into account recent advances and insights that are typically ignored in an introductory course. Hundreds of journal articles make it clear that basic techniques, routinely taught and used, can perform poorly when dealing with skewed distributions, outliers, heteroscedasticity (unequal variances) and curvature. Methods for dealing with these concerns have been derived and can provide a deeper, more accurate and more nuanced understanding of data. A conceptual basis is provided for understanding when and why standard methods can have poor power and yield misleading measures of effect size. Modern techniques for dealing with known concerns are described and illustrated. Features: Presents an in-depth description of both classic and modern methods Explains and illustrates why recent advances can provide more power and a deeper understanding of data Provides numerous illustrations using the software R Includes an R package with over 1300 functions Includes a solution manual giving detailed answers to all of the exercises This second edition describes many recent advances relevant to basic techniques. For example, a vast array of new and improved methods is now available for dealing with regression, including substantially improved ANCOVA techniques. The coverage of multiple comparison procedures has been expanded and new ANOVA techniques are described. Rand Wilcox is a professor of psychology at the University of Southern California. He is the author of 13 other statistics books and the creator of the R package WRS. He currently serves as an associate editor for five statistics journals. He is a fellow of the Association for Psychological Science and an elected member of the International Statistical Institute.

Author : David B. Flora
Publisher : SAGE
Page : 769 pages
File Size : 49,9 Mb
Release : 2017-12-11
Category : Social Science
ISBN : 9781526421920

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Statistical Methods for the Social and Behavioural Sciences by David B. Flora Pdf

Statistical methods in modern research increasingly entail developing, estimating and testing models for data. Rather than rigid methods of data analysis, the need today is for more flexible methods for modelling data. In this logical, easy-to-follow and exceptionally clear book, David Flora provides a comprehensive survey of the major statistical procedures currently used. His innovative model-based approach teaches you how to: Understand and choose the right statistical model to fit your data Match substantive theory and statistical models Apply statistical procedures hands-on, with example data analyses Develop and use graphs to understand data and fit models to data Work with statistical modeling principles using any software package Learn by applying, with input and output files for R, SAS, SPSS, and Mplus. Statistical Methods for the Social and Behavioural Sciences: A Model Based Approach is the essential guide for those looking to extend their understanding of the principles of statistics, and begin using the right statistical modeling method for their own data. It is particularly suited to second or advanced courses in statistical methods across the social and behavioural sciences.

Author : David A. Kenny
Publisher : Unknown
Page : 407 pages
File Size : 50,5 Mb
Release : 1987
Category : Psychologie - Méthodes statistiques
ISBN : 0316489158

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Statistics for the Social and Behavioral Sciences by David A. Kenny Pdf

Author : Brian Joseph Gillespie,Kathleen Charli Hibbert,William E. Wagner, III
Publisher : SAGE Publications
Page : 268 pages
File Size : 51,9 Mb
Release : 2020-02-07
Category : Social Science
ISBN : 9781544344003

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A Guide to R for Social and Behavioral Science Statistics by Brian Joseph Gillespie,Kathleen Charli Hibbert,William E. Wagner, III Pdf

A Guide to R for Social and Behavioral Science Statistics is a short, accessible book for learning R. This handy guide contains basic information on statistics for undergraduates and graduate students, shown in the R statistical language using RStudio®. The book is geared toward social and behavioral science statistics students, especially those with no background in computer science. Written as a companion book to be used alongside a larger introductory statistics text, the text follows the most common progression of statistics for social scientists. The guide also serves as a companion for conducting data analysis in a research methods course or as a stand-alone R and statistics text. This guide can teach anyone how to use R to analyze data, and uses frequent reminders of basic statistical concepts to accompany instructions in R to help walk students through the basics of learning how to use R for statistics.

Author : John J. McArdle,Gilbert Ritschard
Publisher : Routledge
Page : 496 pages
File Size : 51,6 Mb
Release : 2013-08-15
Category : Psychology
ISBN : 9781135044091

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Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences by John J. McArdle,Gilbert Ritschard Pdf

This book reviews the latest techniques in exploratory data mining (EDM) for the analysis of data in the social and behavioral sciences to help researchers assess the predictive value of different combinations of variables in large data sets. Methodological findings and conceptual models that explain reliable EDM techniques for predicting and understanding various risk mechanisms are integrated throughout. Numerous examples illustrate the use of these techniques in practice. Contributors provide insight through hands-on experiences with their own use of EDM techniques in various settings. Readers are also introduced to the most popular EDM software programs. A related website at http://mephisto.unige.ch/pub/edm-book-supplement/offers color versions of the book’s figures, a supplemental paper to chapter 3, and R commands for some chapters. The results of EDM analyses can be perilous – they are often taken as predictions with little regard for cross-validating the results. This carelessness can be catastrophic in terms of money lost or patients misdiagnosed. This book addresses these concerns and advocates for the development of checks and balances for EDM analyses. Both the promises and the perils of EDM are addressed. Editors McArdle and Ritschard taught the "Exploratory Data Mining" Advanced Training Institute of the American Psychological Association (APA). All contributors are top researchers from the US and Europe. Organized into two parts--methodology and applications, the techniques covered include decision, regression, and SEM tree models, growth mixture modeling, and time based categorical sequential analysis. Some of the applications of EDM (and the corresponding data) explored include: selection to college based on risky prior academic profiles the decline of cognitive abilities in older persons global perceptions of stress in adulthood predicting mortality from demographics and cognitive abilities risk factors during pregnancy and the impact on neonatal development Intended as a reference for researchers, methodologists, and advanced students in the social and behavioral sciences including psychology, sociology, business, econometrics, and medicine, interested in learning to apply the latest exploratory data mining techniques. Prerequisites include a basic class in statistics.

Author : Barry H. Cohen,R. Brooke Lea
Publisher : John Wiley & Sons
Page : 291 pages
File Size : 50,7 Mb
Release : 2004-04-01
Category : Psychology
ISBN : 9780471480761

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Essentials of Statistics for the Social and Behavioral Sciences by Barry H. Cohen,R. Brooke Lea Pdf

Master the essential statistical skills used in social andbehavioral sciences Essentials of Statistics for the Social and Behavioral Sciencesdistills the overwhelming amount of material covered inintroductory statistics courses into a handy, practical resourcefor students and professionals. This accessible guide covers basicto advanced concepts in a clear, concrete, and readablestyle. Essentials of Statistics for the Social and Behavioral Sciencesguides you to a better understanding of basic concepts ofstatistical methods. Numerous practical tips are presented forselecting appropriate statistical procedures. In addition, thisuseful guide demonstrates how to evaluate and interpret statisticaldata, provides numerous formulas for calculating statistics fromtables of summary statistics, and offers a variety of workedexamples. As part of the Essentials of Behavioral Science series, this bookoffers a thorough review of the most relevant statistical conceptsand techniques that will arm you with the tools you'll need forknowledgeable, informed practice. Each concise chapter featuresnumerous callout boxes highlighting key concepts, bulleted points,and extensive illustrative material, as well as "Test Yourself"questions that help you gauge and reinforce your grasp of theinformation covered.

Author : Howard T. Tokunaga
Publisher : SAGE Publications
Page : 713 pages
File Size : 42,7 Mb
Release : 2018-09-12
Category : Social Science
ISBN : 9781506377490

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Fundamental Statistics for the Social and Behavioral Sciences by Howard T. Tokunaga Pdf

Fundamental Statistics for the Social and Behavioral Sciences, Second Edition places statistics within the research process, illustrating how they are used to answer questions and test ideas. Students learn not only how to calculate statistics, but also how to interpret and communicate the results of statistical analyses in light of a study’s research hypothesis. Featuring accessible writing and well-integrated research examples, the book gives students a greater understanding of how research studies are conceived, conducted, and communicated. New and Proven Features Updated data sets and research examples address real-world issues and topics across the social and behavioral sciences, illustrating the use of statistical procedures to test research questions and hypotheses. Significantly expanded discussion of linear and multiple regression and correlation now gives regression its own separate chapter. Thorough presentation of formulas, hand calculations, and the presentation of visual data enable mastery of key techniques and prove especially helpful in flipped or online classes. In-chapter learning checks and end-of-chapter exercises give students an opportunity to continually assess their understanding. Screenshots of statistical calculations using IBM® SPSS® Statistics at the end of chapters help students learn to use SPSS software and interpret output. Original SAGE videos for each chapter, featuring author Howard K. Tokunaga, bring concepts to life and appeal to diverse learners.

Author : Daniel S. Lordahl
Publisher : Unknown
Page : 365 pages
File Size : 55,5 Mb
Release : 1967
Category : Psychometrics
ISBN : 0471069183

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Modern Statistics for Behavioral Sciences by Daniel S. Lordahl Pdf

Author : George M. Diekhoff
Publisher : WCB/McGraw-Hill
Page : 452 pages
File Size : 45,8 Mb
Release : 1994-12
Category : Psychology
ISBN : 0697285146

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Statistics for the Social and Behavioral Sciences by George M. Diekhoff Pdf

Author : Larry B. Christensen,Charles M. Stoup
Publisher : Thomson Brooks/Cole
Page : 588 pages
File Size : 50,7 Mb
Release : 1986
Category : Mathematics
ISBN : STANFORD:36105040296571

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Introduction to Statistics for the Social and Behavioral Sciences by Larry B. Christensen,Charles M. Stoup Pdf

Author : Narayanaswamy Balakrishnan
Publisher : John Wiley & Sons
Page : 0 pages
File Size : 54,6 Mb
Release : 2012-10-09
Category : Social Science
ISBN : 0470405074

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Methods and Applications of Statistics in the Social and Behavioral Sciences by Narayanaswamy Balakrishnan Pdf

Explore classic and cutting-edge statistical tools used in conducting diverse research in the behavioral and social sciences Inspired by the multifaceted Encyclopedia of Statistical Sciences, Second Edition, this book provides a concise, self-contained reference for readers wishing to gain quick access to cutting-edge information about the application of statistical methods and techniques in the social and behavioral sciences. Featuring contributions from over 100 leading experts in academia and industry, this work combines key articles from the Encyclopedia with new and thoroughly updated content that addresses the latest research methods for gathering, reporting, and analyzing data across diverse subject areas, including economics, psychology, demography, political science, and communications. The book features new and updated content on quantitative methods and their use in understanding the latest topics in social and behavioral research, including: Childhood Obesity Agriculture Production Current Population Surveys Econometrics Affluence, Poverty, and Quality of Life Each contribution offers authoritative, yet easily accessible, coverage of statistical concepts. With updated references and discussion of relevant research topics, readers are provided with the various statistical methods, techniques, strategies, and applications that are essential in tackling critical issues pertaining to the social and behavioral sciences. Providing a blend of traditional methodology and the latest research, Methods and Applications of Statistics in the Social and Behavioral Sciences is an excellent resource for researchers, professionals, and students in the fields of sociology, psychology, philosophy, education, political science, and related disciplines who would like to learn about the uses of statistics in gathering, reporting, and analyzing data.

Author : L. Andries van der Ark,Marcel A. Croon,Klaas Sijtsma
Publisher : Psychology Press
Page : 274 pages
File Size : 53,5 Mb
Release : 2005-01-15
Category : Business & Economics
ISBN : 9781135704858

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New Developments in Categorical Data Analysis for the Social and Behavioral Sciences by L. Andries van der Ark,Marcel A. Croon,Klaas Sijtsma Pdf

Categorical data are quantified as either nominal variables--distinguishing different groups, for example, based on socio-economic status, education, and political persuasion--or ordinal variables--distinguishing levels of interest, such as the preferred politician or the preferred type of punishment for committing burglary. This new book is a collection of up-to-date studies on modern categorical data analysis methods, emphasizing their application to relevant and interesting data sets. This volume concentrates on latent class analysis and item response theory. These methods use latent variables to explain the relationships among observed categorical variables. Latent class analysis yields the classification of a group of respondents according to their pattern of scores on the categorical variables. This provides insight into the mechanisms producing the data and allows the estimation of factor structures and regression models conditional on the latent class structure. Item response theory leads to the identification of one or more ordinal or interval scales. In psychological and educational testing these scales are used for individual measurement of abilities and personality traits. The focus of this volume is applied. After a method is explained, the potential of the method for analyzing categorical data is illustrated by means of a real data example to show how it can be used effectively for solving a real data problem. These methods are accessible to researchers not trained explicitly in applied statistics. This volume appeals to researchers and advanced students in the social and behavioral sciences, including social, developmental, organizational, clinical and health psychologists, sociologists, educational and marketing researchers, and political scientists. In addition, it is of interest to those who collect data on categorical variables and are faced with the problem of how to analyze such variables--among themselves or in relation to metric variables.