SPSS survival manual : a step by step guide to data analysis using IBM SPSS

著者

書誌事項

SPSS survival manual : a step by step guide to data analysis using IBM SPSS

Julie Pallant

Open University Press, 2013

5th ed

  • : pb

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注記

Previous ed.: 2010

Includes bibliographical references (p. 347-351) and index

内容説明・目次

内容説明

"This is the 'must have' book for anyone who wants to use SPSS." Julia Robertson, University of Buckinghamshire, UK "An excellent introduction to using SPSS for data analysis ...It provides a self-contained resource, with more than simply (detailed and clear) step by step descriptions of statistical procedures in SPSS." Associate Professor George Dunbar, University of Warwick, UK "The book provides a no nonsense approach to understanding SPSS. With step by step explanations to carrying out data analysis it is a welcome addition to any social science student." Gail Steptoe Warren, University of Coventry, UK "Doing statistics is just like following a cooking recipe, you have to do it step by step. This book offers just that, a step by step guide to all of the main statistics you need to learn ...It has become a must havego-to reference text for established researchers and students alike!" Alison Attrill, De Montfort University, UK The SPSS Survival Manual throws a lifeline tostudents and researchers grappling with this powerfuldata analysis software. In her bestselling guide, now covering up to version 21 of the SPSS software, Julie Pallant guides you through the entire research process, helping you choose the rightdata analysis technique for your project. From the formulation of research questions, to the design of the study and analysis of data, to reporting the results, Julie discusses basic and advanced statistical techniques. She outlines each technique clearly, with step by step procedures for performing the analysis, a detailed guide to interpreting data output and an example of how to present the results in a report. For both beginners and experienced users in psychology, sociology, health sciences, medicine, education, business and related disciplines, the SPSS Survival Manualis an essential text. Illustrated with screen grabs, examples of output and tips, it is supported by a website with sample data and guidelines on report writing. This fifth edition is fully revised and updated to accommodate changes to IBM SPSS version 21 procedures, screens and output. Additional recommended readings andwebsites have been added.

目次

Preface Data files and website Introduction and overview Part One: Getting started 1 Designing a study 2 Preparing a codebook 3 Getting to know IBM SPSS Part Two: Preparing the data file 4 Creating a data file and entering data 5 Screening and cleaning the data Part Three: Preliminary analyses 6 Descriptive statistics 7 Using graphs to describe and explore the data 8 Manipulating the data 9 Checking the reliability of a scale 10 Choosing the right statistic Part Four: Statistical techniques to explore relationships among variables 11 Correlation 12 Partial correlation 13 Multiple regression 14 Logistic regression 15 Factor analysis Part Five: Statistical techniques to compare groups 16 Non-parametric statistics 17 T-tests 18 One-way analysis of variance 19 Two-way between-groups ANOVA 20 Mixed between-within subjects analysis of variance 21 Multivariate analysis of variance 22 Analysis of covariance Appendix: Details of data files Recommended reading References

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