IBM SPSS Statistics 26 Step by Step:A Simple Guide and Reference

Authors:Darren George – Paul Mallery

ISBN-10 书号：0367174359

ISBN-13 书号：9780367174354

Edition 版次：16

Release Finelybook 出版日期：2019-12-02

pages 页数：402 pages

**Book Description**

IBM SPSS Statistics 26 Step by Step:A Simple Guide and Reference, sixteenth edition, takes a straightforward, step-by-step approach that makes SPSS software clear to beginners and experienced researchers alike. Extensive use of four-color screen shots, clear writing, and step-by-step boxes guide readers through the program. Output for each procedure is explained and illustrated, and every output term is defined. Exercises at the end of each chapter support students by providing additional opportunities to practice using SPSS.

This book covers the basics of statistical analysis and addresses more advanced topics such as multi-dimensional scaling, factor analysis, discriminant analysis, measures of internal consistency, MANOVA (between- and within-subjects), cluster analysis, Log-linear models, logistic regression and a chapter describing residuals. Back matter includes a description of data files used in exercises, an exhaustive glossary, suggestions for further reading and a comprehensive index.

IMB SPSS Statistics 26 Step by Step is distributed in 85 countries, has been an academic best seller through most of the earlier editions, and has proved invaluable aid to thousands of researchers and students.

New to this edition:

Screenshots, explanations, and step-by-step boxes have been fully updated to reflect SPSS 26

How to handle missing data has been revised and expanded and now includes a detailed explanation of how to create regression equations to replace missing data

More explicit coverage of how to report APA style statistics; this primarily shows up in the Output sections of Chapters 6 through 16, though changes have been made throughout the text.

Contents

Preface

1An Overview of IBM[ sup(@)] SPSSIsup(?)] Statistics

2A IBM SPSS Statistics Processes for PC

2B IBM SPSS Statistics Processes for Mac

3 Creating and Editing a Data File

4Managing Data

5 Graphs and Charts:Creating and Editing

6Frequencies

7 Descriptive Statistics

8 Crosstabulation and x(sup[2]) Analyses

9 The Means Procedure

10 Bivariate Correlation

11 The t Test Procedure

12 The One-Way ANOVA Procedure

13 General Linear Model:Two-Way ANOVA

14General Linear Model:Three-Way ANOVA

15Simple Linear Regression

16 Multiple Regression Analysis

17 Nonparametric Procedures

18Reliability Analysis

19 Multidimensional Scaling

20 Factor Analysis

21 Cluster Analysis

22Discriminant Analysis

23 General Linear Models:MANOVA and MANCOVA

24G.L.M:Repeated-Measures MANOVA

25 Logistic Regression

26 Hierarchical Log-Linear Models

27 Nonhierarchical Log-Linear Models

28 Residuals:Analyzing Left-Over Variance

Data Files

Glossary

References

Credits

Index

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