IBM SPSS for Intermediate Statistics Use and Interpretation, Fifth Edition

ISBN-10: 1848729995
ISBN-13: 9781848729995
Edition: 5th 2015 (Revised)
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Description: Designed to help readers analyze and interpret research data using IBM SPSS, this user-friendly book shows readers how to choose the appropriate statistic based on the design, perform intermediate statistics, including multivariate statistics,  More...

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Book details

List price: $49.95
Edition: 5th
Copyright year: 2015
Publisher: Routledge
Publication date: 8/1/2014
Binding: Paperback
Pages: 368
Size: 8.25" wide x 10.75" long x 0.75" tall
Weight: 2.288
Language: English

Designed to help readers analyze and interpret research data using IBM SPSS, this user-friendly book shows readers how to choose the appropriate statistic based on the design, perform intermediate statistics, including multivariate statistics, interpret output, and write about the results. The book reviews research designs and how to assess the accuracy and reliability of data: how to determine whether data meet the assumptions of statistical tests; how to calculate and interpret effect sizes for intermediate statistics, including odds ratios for logistic and discriminant analyses; how to compute and interpret post-hoc power; and an overview of basic statistics for those who need a review. Unique chapters on multilevel linear modeling, multivariate analysis of variance (MANOVA), assessing reliability of data, and factor analysis are provided. SPSS syntax with output is included for those who prefer this format.The new edition features:IBM SPSS version 21; although the book can be used with most older and newer versionsA new chapter on multiple imputation that demonstrates how to deal with missing data Revised chapter on multiple regression (ch. 6) that includes backward elimination, hierarchical regression, and simultaneous regression to provide readers with several methods so they can select the best one for their data Revised chapter on multilevel and hierarchical linear modeling (ch. 11) that includes additional designs that can be tested Updated realistic data sets available on the website used to solve the chapter problemsUpdated password protected Instructor's Resource materials with PowerPoint slides, answers to interpretation questions and extra SPSS problems, and chapter outlines and study guides.IBM SPSS for Intermediate Statistics, Fifth Edition provides helpful teaching tools:all of the key SPSS windows needed to perform the analysesoutputs with call-out boxes to highlight key pointsinterpretation sections and questions to help students better understand and interpret the outputextra problems using multiple realistic data sets for practice in conducting analyses using intermediate statisticsAppendices on how to get started with SPSS, write research questions, and basic statistics.An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social and health sciences, this book is also appreciated by researchers in these areas looking for a handy reference for SPSS.

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