Foolproof Guide to Statistics Using IBM SPSS (Pearson Original Edition eBook) + Experimental Design & Analysis 100013 (Custom Edition eBook)

Adelma Hills, Randolph Smith, Stephen Davis, Nicola Jayne (Autoren)

Media-Kombination

2021
Pearson
978-0-6557-9882-8 (ISBN)

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This custom edition is published for Western Sydney University.

The name SPSS will be used throughout this ediiton which is intended to provide a foundation for understanding statistics and the use of SPSS. It has been developed primarily for students of psychology, but has application to other disciplines where quantitative research is used (provided the reader can stand having examples drawn from psychology).

New in this edition:

How to boxes for SPSS procedures, updated for PASW 18
A List of How To Boxes following the Table of Contents
The new style for nonparametric tests shown in Appendix 2
Sample Results sections updated consistent with the new edition of the APA Manual1
A new section on overlapping confidence intervals and statistical significance (p. 141)

Each chapter contains a worked example, and students are advised to treat these as tutorial exercises, working through each one, exploring the other options available in each of the SPSS procedures, examining the output that is produced, and comparing it to the extracts provided in the chapter. The shaded How to boxes show the steps needed to perform various operations and analyses, and pages illustrating output from analyses are identified by shaded bars down the outside margin.

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Foolproof Guide to Statistics Using IBM SPSS (Pearson Original Edition eBook)

1. Introduction
2. Entering and Saving Data in SPSS
3. The Problem of Variability: Descriptive Statistics for Central Tendency and Variance
4. The Problem of Probability: Frequency Distributions, The Normal Distribution, and Standard Scores
5. The Logic of Significance Testing: One- and Two-Sample z Tests
6. Preparing for Analysis: Data Screening for Parametric Statistics
7. The One-Sample t Test
8. The Dependent-Samples t Test, and Wilcoxon Signed-Rank T Test Nonparametric Alternative
9. The Independent-Samples t Test, and the Mann-Whitney U Test Nonparametric Alternative
10. One-Way Analysis of Variance (ANOVA), and the Kruskal-Wallis Nonparametric Alternative
11. One-Way Repeated Measures ANOVA, and Friedman Alternative
12. Factorial Between-Groups ANOVA
13. ANOVA Alternatives: Planned Comparisons, and Trend Analysis
14. Factorial and Mixed Repeated Measures ANOVA
15. Analysis of Covariance (ANCOVA)
16. Multivariate Analysis of Variance (MANOVA)
17. Discriminant Function Analysis
18. Bivariate Correlation
19. Bivariate Regression
20. Multiple Regression
21. Reliability Analysis
22. Exploratory Factor Analysis
23. Chi-Square
24. Multiway Frequency Analysis (Loglinear Analysis)
Appendix 1: The new style for nonparametric tests
Appendix 2: New and old ways to create graphs
References
Index
List of Main Statistical Symbols

Experimental Design & Analysis 100013 (Custom Edition eBook)
The following chapters are from The Psychologist as Detective: An Introduction to Conducting Research in Psychology.

Chapter 5 Using the Scientific Method in Psychology
Chapter 6 Conducting a Good Experiment I: Variables and Control
Chapter 7 Conducting a Good Experiment II: Final Considerations, Unanticipated Influences, and Cross-Cultural Issues
Chapter 8 Internal and External Validity
Chapter 9 Using Statistics to Answer Questions
Chapter 10 Designing, Conducting, Analyzing, and Interpreting
Chapter 11 Designing, Conducting, Analyzing, and Interpreting
Appendix A: Statistical Tables
Appendix B: Selected Statistical Formulae
Appendix C: Factorial Design with Three Independent Variables
Appendix D: Check Your Progress Answers

Erscheint lt. Verlag	25.2.2021
Sprache	englisch
Themenwelt	Geisteswissenschaften ► Psychologie
Themenwelt	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
ISBN-10	0-6557-9882-X / 065579882X
ISBN-13	978-0-6557-9882-8 / 9780655798828
Zustand	Neuware