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mitchell michael n. - stata for the behavioral sciences
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Stata for the Behavioral Sciences




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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Stata Press

Pubblicazione: 12/2015
Edizione: 1° edizione





Note Editore

Stata for the Behavioral Sciences, by Michael Mitchell, is theideal reference for researchers using Stata to fit ANOVA modelsand other models commonly applied to behavioral science data.Drawing on his education in psychology and his experience inconsulting, Mitchell uses terminology and examples familiar tohe 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 areimportant to understand for the analysis at hand. He also iscareful to point out additional resources such as related videosfrom Stata's YouTube channel.This book is an easy-to-follow guide to analyzing data usingStata for researchers in the behavioral sciences and a valuableaddition to the bookshelf of anyone interested in applying ANOVAmethods to a variety of experimental designs.




Sommario

Warming up. Introduction. Descriptive statistics. Basic inferential statistics. Between-subjects ANOVA models. One-way between-subjects ANOVA. Contrasts for a one-way ANOVA. Analysis of covariance. Two-way factorial between-subjects ANOVA. Analysis of covariance with interactions. Three-way between-subjects analysis of variance. Supercharge your analysis of variance (via regression). Power analysis for analysis of variance and covariance. Repeated measures and longitudinal designs. Repeated measures designs. Longitudinal designs. Regression models. Simple and multiple regression. More details about the regress command. Presenting regression results. Tools for model building. Regression diagnostics. Power analysis for regression. Stata overview. Common features of estimation commands. Postestimation commands. Stata data management commands. Stata equivalents of common IBM SPSS Commands.










Altre Informazioni

ISBN:

9781597181730

Condizione: Nuovo
Dimensioni: 9 x 6 in Ø 2.87 lb
Formato: Brossura
Pagine Arabe: 646


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