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SPSS Step by Step:
SPSS for Applied Sciences: |
Statistical Testing in Practice with StatsDirect
CONTENTS
Section 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 analysis in practice Section 2: Statistical testing
Chapter 6 - The analysis of differences Tests include: Wilcoxon, paired t-test, Friedman, Mann-Whitney, unpaired t-test, Kruskal-Wallis, one-way ANOVA (unpaired design)
Chapter 7 - Qualitative research
Tests include: the sign test, the Chi Square goodness of fit test the Chi Square test of association
Chapter 8 - Correlations, regression and factor analysis
Tests include: Spearman, Pearson, non-parametric linear regression simple (parametric) linear regression, multiple regression multiple correlation, principal components analysis
Chapter 9 - The time until events: survival analysis
Tests include: Kaplan-Meier, Peto's Log-Rank, Peto-Prentice Wilcoxon Gehan-Breslow Wilcoxon, Tarone-Ware Wilcoxon, follow-up life table Section 3: Beyond the tests
Chapter 10 - Exercises Chapter 11 - Reporting in applied research Chapter 12 - A taste of further statistical methods Index of tests Index of concepts |
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Statistical Testing in Practice with StatsDirect by Cole Davis
was published by Llumina Press in 2010.
Llumina Press ceased trading in July 2016, so the book is now out of print.
A free pdf file version, with addendum, is still available on the StatsDirect website.
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THIS BOOK IS NOW AVAILABLE FREE
This book, which uses statistics without mathematical formulae,
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