Introduction
Examining univariate distributions
Measures of location, spread, and skewness
Re-expressing variables
Exploring relationships between two variables
Simple linear regression
Probability fundamentals
Theoretical probability models
The role of sampling in inferential statistics
Inferences involving the mean of a single population when s is known
Inferences involving the mean when s is not known: one- and two-sample designs
One-way analysis of variance
Two-way analysis of variance
Correlation and simple regression as inferential techniques
An introduction to multiple regression
Nonparametric methods.
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Statistics using SPSS : an integrative approach by Sharon L. Weinberg. ISBN 9780521676373. Published by Cambridge University Press in 2008. Publication and catalogue information, links to buy online and reader comments.
