IBM SPSS for Intermediate Statistics: Use and Interpretation, Fifth Edition

IBM SPSS for Intermediate Statistics: Use and Interpretation, Fifth Edition

<p>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 analysis; 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; multiple imputation; mediation, moderation, and canonical correlation; and factor analysis are provided. SPSS syntax with output is included for those who prefer this format. </p><b><br /><p>The new edition features: </p></b><br /><p>• IBM SPSS version 22; although the book can be used with most older and newer versions </p><br /><p>• New discusiion of intraclass correlations (Ch. 3)</p><br /><p>• Expanded discussion of effect sizes that includes confidence intervals of effect sizes (ch.5) </p><br /><p>• New information on part and partial correlations and how they are interpreted and a new discussion on backward elimination, another useful multiple regression method (Ch. 6) </p><br /><p>• New chapter on how to use a variable as a mediator or a moderator (ch. 7)</p><br /><p>• Revised chapter on multilevel and hierarchical linear modeling (ch. 12) </p><br /><p>• A new chapter (ch. 13) on multiple imputation that demonstrates how to deal with missing data </p><br /><p>• Updated web resources for instructors including PowerPoint slides and answers to interpretation questions and extra problems and for students, data sets, chapter outlines, and study guides. </p><b><i><br /></i><p><i>IBM SPSS for Intermediate Statistics, Fifth Edition </i>provides helpful teaching tools: </p></b><br /><p>• all of the key SPSS windows needed to perform the analyses </p><br /><p>• outputs with call-out boxes to highlight key points </p><br /><p>• interpretation sections and questions to help students better understand and interpret the output </p><br /><p>• extra problems with realistic data sets for practice using intermediate statistics </p><br /><p>• Appendices on how to get started with SPSS, write research questions, and basic statistics. </p><br /><p>An ideal supplement for courses in either intermediate/advanced statistics or research methods taught in departments of psychology, education, and other social, behavioral, and health sciences. This book is also appreciated by researchers in these areas looking for a handy reference for SPSS</p>