Advanced Statistics For The Behavioral Sciences

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Advanced Statistics for the Behavioral Sciences

Author : Jonathon D. Brown
Publisher : Springer
ISBN 13 : 3319935496
Total Pages : 526 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advanced Statistics for the Behavioral Sciences by : Jonathon D. Brown

Download or read book Advanced Statistics for the Behavioral Sciences written by Jonathon D. Brown and published by Springer. This book was released on 2019-04-30 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the importance of computer-generated statistical analyses in behavioral science research, particularly those using the R software environment. Statistical methods are being increasingly developed and refined by computer scientists, with expertise in writing efficient and elegant computer code. Unfortunately, many researchers lack this programming background, leaving them to accept on faith the black-box output that emerges from the sophisticated statistical models they frequently use. Building on the author’s previous volume, Linear Models in Matrix Form, this text bridges the gap between computer science and research application, providing easy-to-follow computer code for many statistical analyses using the R software environment. The text opens with a foundational section on linear algebra, then covers a variety of advanced topics, including robust regression, model selection based on bias and efficiency, nonlinear models and optimization routines, generalized linear models, and survival and time-series analysis. Each section concludes with a presentation of the computer code used to illuminate the analysis, as well as pointers to packages in R that can be used for similar analyses and nonstandard cases. The accessible code and breadth of topics make this book an ideal tool for graduate students or researchers in the behavioral sciences who are interested in performing advanced statistical analyses without having a sophisticated background in computer science and mathematics.

Serious Stat

Author : Thomas Baguley
Publisher : Bloomsbury Publishing
ISBN 13 : 0230363555
Total Pages : 864 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Serious Stat by : Thomas Baguley

Download or read book Serious Stat written by Thomas Baguley and published by Bloomsbury Publishing. This book was released on 2018-01-24 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ideal for experienced students and researchers in the social sciences who wish to refresh or extend their understanding of statistics, and to apply advanced statistical procedures using SPSS or R. Key theory is reviewed and illustrated with examples of how to apply these concepts using real data.

Introductory Statistics for the Behavioral Sciences

Author : Joan Welkowitz
Publisher : John Wiley & Sons
ISBN 13 : 0470893672
Total Pages : 642 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Introductory Statistics for the Behavioral Sciences by : Joan Welkowitz

Download or read book Introductory Statistics for the Behavioral Sciences written by Joan Welkowitz and published by John Wiley & Sons. This book was released on 2010-06-08 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and user-friendly introduction to statistics-now revised and updated Introductory Statistics for the Behavioral Sciences has had a long and successful history and is a popular and well-respected statistics text. Now in its sixth edition, the text has been thoroughly revised to present all the topics students in the behavioral sciences need in a uniquely accessible format that aids in the comprehension and implementation of the statistical analyses most commonly used in the behavioral sciences. Using a continuous narrative that explains statistics and tracks a common data set throughout, the authors have developed an innovative approach that makes the material unintimidating and memorable, providing a framework that connects all of the topics in the text and allows for easy comparison of different statistical analyses. New features in this Sixth Edition include: * Different aspects of a common data set are used to illustrate the various statistical methods throughout the text, with an emphasis on drawing connections between seemingly disparate statistical procedures and formulas * Computer exercises based on the same large data set and relevant to that chapter's content. The data set can be analyzed by any available statistical software * New "Bridge to SPSS" sections at the end of each chapter explain, for those using this very popular statistical package, how to perform that chapter's statistical procedures by computer, and how to translate the output from SPSS * New chapters on multiple comparisons and repeated-measures ANOVA

Integrative Statistics for the Social and Behavioral Sciences

Author : Renee R. Ha
Publisher : SAGE
ISBN 13 : 1452237298
Total Pages : 432 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Integrative Statistics for the Social and Behavioral Sciences by : Renee R. Ha

Download or read book Integrative Statistics for the Social and Behavioral Sciences written by Renee R. Ha and published by SAGE. This book was released on 2011-04-04 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed to engage students and lower their "fear factor", Integrative Statistics for the Social and Behavioral Sciences is a concise, user-friendly text that prepares students to use statistics in the real world. Providing depth and breadth of statistical tests, the text focuses on choosing the appropriate statistical analysis, and shows how to interpret the output and present the results. Basic descriptive statistics, hypothesis testing, and basic inferential statistics are covered along with more advanced topics such as correlation, regression, non-parametric statistics, multivariate statistics, and general linear modeling. The authors emphasize choosing the appropriate statistical test through conceptual material, assumptions, homework exercises, and a helpful "choose-the-appropriate-test" flowchart. They focus on the interpretation of results from both Excel and SPSS outputs, and also demonstrate how to do important calculations by hand to help students grasp the underlying concepts. The book includes end-of-chapter exercises that help students fully grasp the content of each chapter.

Essentials of Statistics for the Social and Behavioral Sciences

Author : Barry H. Cohen
Publisher : John Wiley & Sons
ISBN 13 : 0471480762
Total Pages : 291 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Essentials of Statistics for the Social and Behavioral Sciences by : Barry H. Cohen

Download or read book Essentials of Statistics for the Social and Behavioral Sciences written by Barry H. Cohen and published by John Wiley & Sons. This book was released on 2004-04-01 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Applied Power Analysis for the Behavioral Sciences

Author : Christopher L. Aberson
Publisher : Routledge
ISBN 13 : 1135280371
Total Pages : 272 pages
Book Rating : 4.1/5 (352 download)

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Book Synopsis Applied Power Analysis for the Behavioral Sciences by : Christopher L. Aberson

Download or read book Applied Power Analysis for the Behavioral Sciences written by Christopher L. Aberson and published by Routledge. This book was released on 2011-01-19 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide on conducting power analyses using IBM SPSS was written for students and researchers with limited quantitative backgrounds. Readers will appreciate the coverage of topics that are not well described in competing books such as estimating effect sizes, power analyses for complex designs, detailed coverage of popular multiple regression and multi-factor ANOVA approaches, and power for multiple comparisons and simple effects. Practical issues such as how to increase power without increasing sample size, how to report findings, how to derive effect size expectations, and how to support null hypotheses, are also addressed. Unlike other texts, this book focuses on the statistical and methodological aspects of the analyses. Performing analyses using software applications rather than via complex hand calculations is demonstrated throughout. Ready-to-use IBM SPSS syntax for conducting analyses are included to perform calculations and power analyses at http://www.psypress.com/applied-power-analysis . Detailed annotations for each syntax protocol review the minor modifications necessary for researchers to adapt the syntax to their own analyses. As such, the text reviews both power analysis techniques and provides tools for conducting analyses. Numerous examples enhance accessibility by demonstrating specific issues that must be addressed at all stages of the power analysis and providing detailed interpretations of IBM SPSS output. Several examples address techniques for estimation of power and hand calculations as well. Chapter summaries and key statistics sections also aid in understanding the material. Chapter 1 reviews significance testing and introduces power. Chapters 2 through 9 cover power analysis strategies for a variety of common designs. Precision analysis for confidence intervals around mean difference, correlations, and effect sizes is the focus of chapter 10. The book concludes with a review of how to report power analyses, a review of freeware and commercial software for power analyses, and how to increase power without increasing sample size. Chapters focusing on simpler analyses such as t-tests present detailed formulae and calculation examples. Chapters focusing on more complex topics such as mixed model ANOVA/MANOVA present primarily computer-based analyses. Intended as a supplementary text for graduate-level research methods, experimental design, quasi-experimental methods, psychometrics, statistics, and/or advanced/multivariate statistics taught in the behavioral, social, biological, and medical sciences, researchers in these fields also appreciate this book’s practical emphasis. A prerequisite of introductory statistics is recommended.

Statistical Power Analysis for the Behavioral Sciences

Author : Jacob Cohen
Publisher : Routledge
ISBN 13 : 1134742770
Total Pages : 625 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Statistical Power Analysis for the Behavioral Sciences by : Jacob Cohen

Download or read book Statistical Power Analysis for the Behavioral Sciences written by Jacob Cohen and published by Routledge. This book was released on 2013-05-13 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Power Analysis is a nontechnical guide to power analysis in research planning that provides users of applied statistics with the tools they need for more effective analysis. The Second Edition includes: * a chapter covering power analysis in set correlation and multivariate methods; * a chapter considering effect size, psychometric reliability, and the efficacy of "qualifying" dependent variables and; * expanded power and sample size tables for multiple regression/correlation.

Using Basic Statistics in the Behavioral and Social Sciences

Author : Annabel Ness Evans
Publisher : SAGE Publications
ISBN 13 : 1483323617
Total Pages : 605 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Using Basic Statistics in the Behavioral and Social Sciences by : Annabel Ness Evans

Download or read book Using Basic Statistics in the Behavioral and Social Sciences written by Annabel Ness Evans and published by SAGE Publications. This book was released on 2013-06-06 with total page 605 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this fully updated edition of Using Basic Statistics in the Behavioral and Social Sciences, Annabel Ness Evans presents introductory statistics in a practical, conceptual, and humorous way, reducing the anxiety that many students experience in introductory courses. Avoiding complex notation and derivations, the book focuses on helping readers develop an understanding of the underlying logic of statistics, rather than rote memorization. Focus on Research boxes engage students with realistic applications of statistics, and end-of-chapter exercises ensure student comprehension. This exciting new edition includes a greater number of realistic and engaging global examples within the social and behavioral sciences, making it ideal for use within many departments or in interdisciplinary settings.

Fundamental Statistics for the Behavioral Sciences

Author : David C. Howell
Publisher : Cengage Learning
ISBN 13 : 9780357670682
Total Pages : 0 pages
Book Rating : 4.6/5 (76 download)

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Book Synopsis Fundamental Statistics for the Behavioral Sciences by : David C. Howell

Download or read book Fundamental Statistics for the Behavioral Sciences written by David C. Howell and published by Cengage Learning. This book was released on 2016-02-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: FUNDAMENTAL STATISTICS FOR THE BEHAVIORAL SCIENCES focuses on providing the context of statistics in behavioral research, while emphasizing the importance of looking at data before jumping into a test. This practical approach provides students with an understanding of the logic behind the statistics, so they understand why and how certain methods are used -- rather than simply carry out techniques by rote. Students move beyond number crunching to discover the meaning of statistical results and appreciate how the statistical test to be employed relates to the research questions posed by an experiment. Written in an informal style, the text provides an abundance of real data and research studies that provide a real-life perspective and help students learn and understand concepts. In alignment with current trends in statistics in the behavioral sciences, the text emphasizes effect sizes and meta-analysis, and integrates frequent demonstrations of computer analyses through SPSS and R. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Statistical Power Analysis for the Social and Behavioral Sciences

Author : Xiaofeng Steven Liu
Publisher : Routledge
ISBN 13 : 1136464182
Total Pages : 285 pages
Book Rating : 4.1/5 (364 download)

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Book Synopsis Statistical Power Analysis for the Social and Behavioral Sciences by : Xiaofeng Steven Liu

Download or read book Statistical Power Analysis for the Social and Behavioral Sciences written by Xiaofeng Steven Liu and published by Routledge. This book was released on 2013-11-07 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to demonstrate the application of power analysis to the newer more advanced statistical techniques that are increasingly used in the social and behavioral sciences. Both basic and advanced designs are covered. Readers are shown how to apply power analysis to techniques such as hierarchical linear modeling, meta-analysis, and structural equation modeling. Each chapter opens with a review of the statistical procedure and then proceeds to derive the power functions. This is followed by examples that demonstrate how to produce power tables and charts. The book clearly shows how to calculate power by providing open code for every design and procedure in R, SAS, and SPSS. Readers can verify the power computation using the computer programs on the book's website. There is a growing requirement to include power analysis to justify sample sizes in grant proposals. Most chapters are self-standing and can be read in any order without much disruption.This book will help readers do just that. Sample computer code in R, SPSS, and SAS at www.routledge.com/9781848729810 are written to tabulate power values and produce power curves that can be included in a grant proposal. Organized according to various techniques, chapters 1 – 3 introduce the basics of statistical power and sample size issues including the historical origin, hypothesis testing, and the use of statistical power in t tests and confidence intervals. Chapters 4 - 6 cover common statistical procedures -- analysis of variance, linear regression (both simple regression and multiple regression), correlation, analysis of covariance, and multivariate analysis. Chapters 7 - 11 review the new statistical procedures -- multi-level models, meta-analysis, structural equation models, and longitudinal studies. The appendixes contain a tutorial about R and show the statistical theory of power analysis. Intended as a supplement for graduate courses on quantitative methods, multivariate statistics, hierarchical linear modeling (HLM) and/or multilevel modeling and SEM taught in psychology, education, human development, nursing, and social and life sciences, this is the first text on statistical power for advanced procedures. Researchers and practitioners in these fields also appreciate the book‘s unique coverage of the use of statistical power analysis to determine sample size in planning a study. A prerequisite of basic through multivariate statistics is assumed.

Applied Statistics for the Behavioral Sciences

Author : Dennis E. Hinkle
Publisher :
ISBN 13 :
Total Pages : 514 pages
Book Rating : 4.:/5 (45 download)

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Book Synopsis Applied Statistics for the Behavioral Sciences by : Dennis E. Hinkle

Download or read book Applied Statistics for the Behavioral Sciences written by Dennis E. Hinkle and published by . This book was released on 1979 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modern Statistics for the Social and Behavioral Sciences

Author : Rand Wilcox
Publisher : CRC Press
ISBN 13 : 1498796796
Total Pages : 730 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Modern Statistics for the Social and Behavioral Sciences by : Rand Wilcox

Download or read book Modern Statistics for the Social and Behavioral Sciences written by Rand Wilcox and published by CRC Press. This book was released on 2017-08-15 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Guide to R for Social and Behavioral Science Statistics

Author : Brian Joseph Gillespie
Publisher : SAGE Publications
ISBN 13 : 1544344031
Total Pages : 305 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis A Guide to R for Social and Behavioral Science Statistics by : Brian Joseph Gillespie

Download or read book A Guide to R for Social and Behavioral Science Statistics written by Brian Joseph Gillespie and published by SAGE Publications. This book was released on 2020-02-07 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geared toward social and behavioural statistics students, especially those with no background in computer science, this handy guide contains basic information on statistics in the R language.

Statistics for the Behavioural Sciences

Author : Riccardo Russo
Publisher : Psychology Press
ISBN 13 : 1135425558
Total Pages : 257 pages
Book Rating : 4.1/5 (354 download)

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Book Synopsis Statistics for the Behavioural Sciences by : Riccardo Russo

Download or read book Statistics for the Behavioural Sciences written by Riccardo Russo and published by Psychology Press. This book was released on 2004-08-02 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you find statistics overwhelming and confusing? Have you ever wished for someone to explain the basics in a clear and easy-to-follow style? This accessible textbook gives a step-by-step introduction to all the topics covered in introductory statistics courses for the behavioural sciences, with plenty of examples discussed in depth, based on real psychology experiments utilising the statistical techniques described. Advanced sections are also provided, for those who want to learn a particular topic in more depth. Statistics for the Behavioural Sciences: An Introduction begins with an introduction to the basic concepts, before providing a detailed explanation of basic statistical tests and concepts such as descriptive statistics, probability, the binomial distribution, continuous random variables, the normal distribution, the Chi-Square distribution, the analysis of categorical data, t-tests, correlation and regression. This timely and highly readable text will be invaluable to undergraduate students of psychology, and students of research methods courses in related disciplines, as well as anyone with an interest in the basic concepts and tests associated with statistics in the behavioural sciences.

Fundamental Statistics for the Behavioral Sciences

Author : David C. Howell
Publisher : Brooks/Cole
ISBN 13 :
Total Pages : 410 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fundamental Statistics for the Behavioral Sciences by : David C. Howell

Download or read book Fundamental Statistics for the Behavioral Sciences written by David C. Howell and published by Brooks/Cole. This book was released on 1985 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Methods for the Social and Behavioural Sciences

Author : David B. Flora
Publisher : SAGE
ISBN 13 : 1526421925
Total Pages : 769 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis Statistical Methods for the Social and Behavioural Sciences by : David B. Flora

Download or read book Statistical Methods for the Social and Behavioural Sciences written by David B. Flora and published by SAGE. This book was released on 2017-12-11 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Basic Statistics for the Social and Behavioral Sciences

Author : George Diekhoff
Publisher : Macmillan College
ISBN 13 :
Total Pages : 244 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Basic Statistics for the Social and Behavioral Sciences by : George Diekhoff

Download or read book Basic Statistics for the Social and Behavioral Sciences written by George Diekhoff and published by Macmillan College. This book was released on 1996 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on principles and techniques that are appropriate for the introductory level, this text provides a conceptual, intuitive approach to applied statistics that replaces proofs and derivations with examples and illustrations. The focus throughout is on the usefulness of statistics and content is organized according to statistical applications, not statistical assumptions.