Stata For The Behavioral Sciences

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Stata for the Behavioral Sciences

Michael N. Mitchell
Stata for the Behavioral Sciences Book PDF

Author : Michael N. Mitchell
Publisher : Unknown
Page : 0 pages
File Size : 54,5 Mb
Release : 2015
Category : Psychology
ISBN : 1597181730

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Stata for the Behavioral Sciences by Michael N. Mitchell Pdf

Stata for the Behavioral Sciences, by Michael Mitchell, is the ideal reference for researchers using Stata to fit ANOVA models and other models commonly applied to behavioral science data. Drawing on his education in psychology and his experience in consulting, Mitchell uses terminology and examples familiar to he reader as he demonstrates how to fit a variety of models, how to interpret results, how to understand simple and interaction effects, and how to explore results graphically. Although this book is not designed as an introduction to Stata, it is appealing even to Stata novices. Throughout the text, Mitchell thoughtfully addresses any features of Stata that are important to understand for the analysis at hand. He also is careful to point out additional resources such as related videos from Stata's YouTube channel. This book is an easy-to-follow guide to analyzing data using Stata for researchers in the behavioral sciences and a valuable addition to the bookshelf of anyone interested in applying ANOVA methods to a variety of experimental designs.

Statistical Analysis "In Focus"

Gregory J. Privitera,Kristin Lee Sotak,Yu Lei
Statistical Analysis In Focus Book PDF

Author : Gregory J. Privitera,Kristin Lee Sotak,Yu Lei
Publisher : SAGE Publications
Page : 207 pages
File Size : 52,8 Mb
Release : 2017-11-30
Category : Psychology
ISBN : 9781544305585

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Statistical Analysis "In Focus" by Gregory J. Privitera,Kristin Lee Sotak,Yu Lei Pdf

Statistical Analysis "In Focus" supports users of Gregory J. Privitera’s Statistics for the Behavioral Sciences, Third Edition who work with a statistical program other than SPSS or Excel. Three standalone parts, each dedicated to R, SAS, and Stata, serve as step-by-step guides for completing the "In Focus" exercises in Privitera’s core text. A conversational writing style along with "To The Student" introductions allow students to familiarize themselves and become more comfortable with each program prior to making computations. Additionally, General Instruction Guidebook (GIG) sections for R, SAS, and Stata provide standardized how-to instructions for using each program, making the book a valuable reference for students beyond their studies.

Essential Statistical Analysis "In Focus"

Gregory J. Privitera,Kristin Lee Sotak,Yu Lei
Essential Statistical Analysis In Focus Book PDF

Author : Gregory J. Privitera,Kristin Lee Sotak,Yu Lei
Publisher : SAGE Publications
Page : 157 pages
File Size : 52,8 Mb
Release : 2018-05-16
Category : Psychology
ISBN : 9781544325828

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Essential Statistical Analysis "In Focus" by Gregory J. Privitera,Kristin Lee Sotak,Yu Lei Pdf

Essentials of Statistical Analysis "In Focus" supports users of Gregory J. Privitera’s Essential Statistics for the Behavioral Sciences, Second Edition who work with a statistical program other than SPSS® or Excel®. Three standalone parts, each dedicated to R, SAS®, and Stata®, serve as step-by-step guides for completing the "In Focus" exercises in Privitera’s core text. A conversational writing style along with "To The Student" introductions allow students to familiarize themselves and become more comfortable with each program prior to making computations. Additionally, General Instruction Guidebook (GIG) sections for R, SAS®, and Stata® provide standardized how-to instructions for using each program, making the book a valuable reference for students beyond their studies.

Psychological Statistics and Psychometrics Using Stata

Scott A. Baldwin
Psychological Statistics and Psychometrics Using Stata Book PDF

Author : Scott A. Baldwin
Publisher : Unknown
Page : 454 pages
File Size : 41,6 Mb
Release : 2019
Category : Psychology
ISBN : 1597183032

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Psychological Statistics and Psychometrics Using Stata by Scott A. Baldwin Pdf

"Psychological statistics and psychometrics using Stata by Scott Baldwin is a complete and concise resource for students and researchers in the behavioral sciences. Professor Baldwin includes dozens of worked examples using real data to illustrate the theory and concepts. This book would be an excellent textbook for a graduate-level course in psychometrics. It is also an ideal reference for psychometricians who are new to Stata. Baldwin's primary goal in this book is to help readers become competent users of statistics. To that end, he first introduces basic statistical methods such as regression, t tests, and ANOVA. He focuses on explaining the models, how they can be used with different types of variables, and how to interpret the results. After building this foundation, Baldwin covers more advanced statistical techniques, including power-and-sample size calculations, multilevel modeling, and structural equation modeling. This book also discusses measurement concepts that are crucial in psychometrics. For instance, Baldwin explores how reliability and validity can be understood and evaluated using exploratory and confirmatory factor analysis. Baldwin includes dozens of worked examples using real data to illustrate the theory and concepts. In addition to teaching statistical topics, this book helps readers become proficient Stata users. Baldwin teaches Stata basics ranging from navigating the interface to using features for data management, descriptive statistics, and graphics. He emphasizes the need for reproducibility in data analysis; therefore, he is careful to explain how version control and do-files can be used to ensure that results are reproducible. As each statistical concept is introduced, the corresponding commands for fitting and interpreting models are demonstrated. Beyond this, readers learn how to run simulations in Stata to help them better understand the models they are fitting and other statistical concepts. This book is an excellent textbook for graduate-level courses in psychometrics. It is also an ideal reference for psychometricians and other social scientists who are new to Stata"--Publisher's website.

A Visual Guide to Stata Graphics, Second Edition

Michael N. Mitchell
A Visual Guide to Stata Graphics Second Edition Book PDF

Author : Michael N. Mitchell
Publisher : Stata Press
Page : 489 pages
File Size : 48,9 Mb
Release : 2008-06-04
Category : Computers
ISBN : 9781597180399

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A Visual Guide to Stata Graphics, Second Edition by Michael N. Mitchell Pdf

The Power of Stata Graphics at Your Fingertips Whether you are new to Stata graphics or a seasoned veteran, this book teaches you how to use Stata to make high-quality graphs that stand out and enhance statistical results. With over 900 illustrated examples and quick-reference tabs, it offers a guide to creating and customizing graphs for any type of statistical data using either Stata commands or the Graph Editor. The author displays each graph example in full color with simple and clear instructions. He shows how to produce various types of graph elements, including marker symbols, lines, legends, captions, titles, axis labels, and grid lines. Reflecting the new graphics features of Stata, this thoroughly updated and expanded edition contains a new chapter that explains how to exploit the power of the new Graph Editor. This edition also includes additional examples and illustrates nearly every example with the Graph Editor.

An Introduction to Statistics and Data Analysis Using Stata®

Lisa Daniels,Nicholas Minot
An Introduction to Statistics and Data Analysis Using Stata Book PDF

Author : Lisa Daniels,Nicholas Minot
Publisher : SAGE Publications
Page : 513 pages
File Size : 41,7 Mb
Release : 2019-01-11
Category : Social Science
ISBN : 9781506371825

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An Introduction to Statistics and Data Analysis Using Stata® by Lisa Daniels,Nicholas Minot Pdf

An Introduction to Statistics and Data Analysis Using Stata® by Lisa Daniels and Nicholas Minot provides a step-by-step introduction for statistics, data analysis, or research methods classes with Stata. Concise descriptions emphasize the concepts behind statistics for students rather than the derivations of the formulas. With real-world examples from a variety of disciplines and extensive detail on the commands in Stata, this text provides an integrated approach to research design, statistical analysis, and report writing for social science students.

Statistical Power Analysis for the Behavioral Sciences

Jacob Cohen
Statistical Power Analysis for the Behavioral Sciences Book PDF

Author : Jacob Cohen
Publisher : Routledge
Page : 625 pages
File Size : 47,7 Mb
Release : 2013-05-13
Category : Psychology
ISBN : 9781134742776

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Statistical Power Analysis for the Behavioral Sciences by Jacob Cohen Pdf

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.

Applied Statistics Using Stata

Mehmet Mehmetoglu,Tor Georg Jakobsen
Applied Statistics Using Stata Book PDF

Author : Mehmet Mehmetoglu,Tor Georg Jakobsen
Publisher : SAGE
Page : 421 pages
File Size : 49,9 Mb
Release : 2022-04-26
Category : Social Science
ISBN : 9781529788464

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Applied Statistics Using Stata by Mehmet Mehmetoglu,Tor Georg Jakobsen Pdf

Straightforward, clear, and applied, this book will give you the theoretical and practical basis you need to apply data analysis techniques to real data. Combining key statistical concepts with detailed technical advice, it addresses common themes and problems presented by real research, and shows you how to adjust your techniques and apply your statistical knowledge to a range of datasets. It also embeds code and software output throughout and is supported by online resources to enable practice and safe experimentation. The book includes: · Original case studies and data sets · Practical exercises and lists of commands for each chapter · Downloadable Stata programmes created to work alongside chapters · A wide range of detailed applications using Stata · Step-by-step guidance on writing the relevant code. This is the perfect text for anyone doing statistical research in the social sciences getting started using Stata for data analysis.

Thirty Years with Stata

Enrique Pinzon
Thirty Years with Stata Book PDF

Author : Enrique Pinzon
Publisher : Stata Press
Page : 148 pages
File Size : 41,6 Mb
Release : 2015-07-30
Category : Mathematics
ISBN : 1597181722

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Thirty Years with Stata by Enrique Pinzon Pdf

This volume is a sometimes serious and sometimes whimsical retrospective of Stata, its development, and its use over the last 30 years. The view from the inside opens with an essay by Bill Gould, Stata's president and cofounder, that discusses the challenges and concepts that guided the design and implementation of Stata. This is followed by an interview of Bill by Joe Newton that discusses Bill's early interest in computing, his early work on a program for matching prom dates in the days when you had to purchase time on computers, and further exploration of the guiding principles behind Stata. Finally, Sean Becketti, Stata's first employee, delves into the not-to-be-missed culture of Stata in its infancy. The view from the outside comprises 14 essays by prominent researchers and members of the Stata community. Most discuss Stata's use and evolution in disciplines such as behavioral sciences, business, economics, epidemiology, time series, political science, public health, public policy, veterinary epidemiology, and statistics. Some take a sweeping overview. Others are more intimate personal recollections. Mostly, we simply wanted to celebrate the relationship between Stata users and Stata software. We hope that this volume holds something interesting for everyone.

Statistics Using Stata

Sharon Lawner Weinberg,Sarah Knapp Abramowitz
Statistics Using Stata Book PDF

Author : Sharon Lawner Weinberg,Sarah Knapp Abramowitz
Publisher : Cambridge University Press
Page : 681 pages
File Size : 44,9 Mb
Release : 2016-09-19
Category : Mathematics
ISBN : 9781107461185

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Statistics Using Stata by Sharon Lawner Weinberg,Sarah Knapp Abramowitz Pdf

Engaging and accessible, this comprehensive introduction to statistics integrates Stata commands with numerous examples based on real data.

Practical Statistics

David Kremelberg
Practical Statistics Book PDF

Author : David Kremelberg
Publisher : SAGE Publications
Page : 528 pages
File Size : 49,9 Mb
Release : 2010-03-18
Category : Social Science
ISBN : 9781506317915

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Practical Statistics by David Kremelberg Pdf

Making statistics—and statistical software—accessible and rewarding This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in IBM® SPSS® Statistics, Stata, and other programs. Author David Kremelberg begins his user-friendly text by covering charts and graphs through regression, time-series analysis, and factor analysis. He provides a background of the method, then explains how to run these tests in IBM SPSS and Stata. He then progresses to more advanced kinds of statistics such as HLM and SEM, where he describes the tests and explains how to run these tests in their appropriate software including HLM and AMOS. This is an invaluable guide for upper-level undergraduate and graduate students across the social and behavioral sciences who need assistance in understanding the various statistical packages.

Interpreting and Visualizing Regression Models Using Stata

MICHAEL N. MITCHELL
Interpreting and Visualizing Regression Models Using Stata Book PDF

Author : MICHAEL N. MITCHELL
Publisher : Stata Press
Page : 610 pages
File Size : 45,7 Mb
Release : 2020-12-18
Category : Electronic
ISBN : 1597183210

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Interpreting and Visualizing Regression Models Using Stata by MICHAEL N. MITCHELL Pdf

Interpreting and Visualizing Regression Models Using Stata, Second Edition provides clear and simple examples illustrating how to interpret and visualize a wide variety of regression models. Including over 200 figures, the book illustrates linear models with continuous predictors (modeled linearly, using polynomials, and piecewise), interactions of continuous predictors, categorical predictors, interactions of categorical predictors, and interactions of continuous and categorical predictors. The book also illustrates how to interpret and visualize results from multilevel models, models where time is a continuous predictor, models with time as a categorical predictor, nonlinear models (such as logistic or ordinal logistic regression), and models involving complex survey data. The examples illustrate the use of the margins, marginsplot, contrast, and pwcompare commands. This new edition reflects new and enhanced features added to Stata, most importantly the ability to label statistical output using value labels associated with factor variables. As a result, output regarding marital status is labeled using intuitive labels like Married and Unmarried instead of using numeric values such as 1 and 2. All the statistical output in this new edition capitalizes on this new feature, emphasizing the interpretation of results based on variables labeled using intuitive value labels. Additionally, this second edition illustrates other new features, such as using transparency in graphics to more clearly visualize overlapping confidence intervals and using small sample-size estimation with mixed models. If you ever find yourself wishing for simple and straightforward advice about how to interpret and visualize regression models using Stata, this book is for you.

A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio

Marley W. Watkins
A Step by Step Guide to Exploratory Factor Analysis with R and RStudio Book PDF

Author : Marley W. Watkins
Publisher : Routledge
Page : 227 pages
File Size : 55,9 Mb
Release : 2020-12-30
Category : Psychology
ISBN : 9781000336825

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A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio by Marley W. Watkins Pdf

This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of R and RStudio code, and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon and formula to help facilitate grasp of the key issues users will face while applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews. This is a valuable resource for upper-level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences.

A Course in Item Response Theory and Modeling with Stata

Tenko Raykov,George A. Marcoulides
A Course in Item Response Theory and Modeling with Stata Book PDF

Author : Tenko Raykov,George A. Marcoulides
Publisher : Unknown
Page : 270 pages
File Size : 53,5 Mb
Release : 2018
Category : Item reponse modeling
ISBN : 1597182664

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A Course in Item Response Theory and Modeling with Stata by Tenko Raykov,George A. Marcoulides Pdf

Over the past several decades, item response theory (IRT) and item response modeling (IRM) have become increasingly popular in the behavioral, educational, social, business, marketing, clinical, and health sciences. In this book, Raykov and Marcoulides begin with a nontraditional approach to IRT and IRM that is based on their connections to classical test theory, (nonlinear) factor analysis, generalized linear modeling, and logistic regression. Application-oriented discussions follow next. These cover the one-, two-, and three-parameter logistic models, polytomous item response models (with nominal or ordinal items), item and test information functions, instrument construction and development, hybrid models, differential item functioning, and an introduction to multidimensional IRT and IRM. The pertinent analytic and modeling capabilities of Stata are thoroughly discussed, highlighted, and illustrated on empirical examples from behavioral and social research.

Market Research

Erik Mooi,Marko Sarstedt,Irma Mooi-Reci
Market Research Book PDF

Author : Erik Mooi,Marko Sarstedt,Irma Mooi-Reci
Publisher : Springer
Page : 429 pages
File Size : 53,9 Mb
Release : 2017-11-01
Category : Business & Economics
ISBN : 9789811052187

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Market Research by Erik Mooi,Marko Sarstedt,Irma Mooi-Reci Pdf

This book is an easily accessible and comprehensive guide which helps make sound statistical decisions, perform analyses, and interpret the results quickly using Stata. It includes advanced coverage of ANOVA, factor, and cluster analyses in Stata, as well as essential regression and descriptive statistics. It is aimed at those wishing to know more about the process, data management, and most commonly used methods in market research using Stata. The book offers readers an overview of the entire market research process from asking market research questions to collecting and analyzing data by means of quantitative methods. It is engaging, hands-on, and includes many practical examples, tips, and suggestions that help readers apply and interpret quantitative methods, such as regression, factor, and cluster analysis. These methods help researchers provide companies with useful insights.