||SPSS Step by Step - Essentials for Social and Political Science
Part 1: Background knowledge
Chapter 1 - Introduction
Chapter 2 - Descriptive statistics introduced
Chapter 3 - Inferential statistics introduced
Chapter 4 - On the nature of numbers
Chapter 5 - Data entry in SPSS
Chapter 6 - Data analysis in practice
Part 2: Statistical testing
Chapter 7 - The analysis of differences
Tests include: Wilcoxon, paired t-test, Friedman, within subjects one-way ANOVA
Mann-Whitney, unpaired t-test, Kruskal-Wallis, between subjects one-way ANOVA
Chapter 8 - Qualitative analysis
Tests include: binomial, McNemar, Chi Square goodness of fit
Chi Square test of association
Chapter 9 - Correlations, regression and factor analysis
Tests include: Spearman / Kendall's tau b, Pearson, simple linear regression
multiple regression, partial correlation, multiple correlation, factor analysis
Chapter 10 - Factorial analysis of variance
Tests include: within subjects two-way ANOVA, within subjects three-way ANOVA
between subjects two-way ANOVA, between subjects three-way ANOVA, mixed design two-way ANOVA
mixed design three-way ANOVA (2 within subjects variables, 1 between subjects variable)
mixed design three-way ANOVA (2 between subjects variables, 1 within subjects variable)
Chapter 11 - The time until events: survival analysis
Tests include: Kaplan-Meier, Log Rank, Breslow, Tarone-Ware, the life table
Part 3: Beyond the tests
Chapter 12 - Exercises
Chapter 13 - Reporting in applied research
Chapter 14 - A taste of further statistical methods
Index of concepts
Index of tests
It is distributed in the UK by Policy Press and in the USA by The University of Chicago Press.
Hardcover: ISBN-13: 978-1447306283 ISBN-10: 1447306287
Paperback: ISBN-13: 978-1447306276 ISBN-10: 1447306279
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