| Review: |
This book introduces and explains statistical concepts and their applications to statistical techniques in a clear detailed way and provides a good understanding of statistics and the process of statistical hypothesis testing. It is a step-by-step introduction to the basic statistical techniques, with examples based on psychology studies that use them. There are chapters on: the main statistical techniques that are used to summarize and describe sets of data; statistical hypothesis-testing techniques; probability distributions and their use in the process of statistical hypothesis testing; using Pearson’s chi-square test in the analysis of categorical data; statistical hypothesis testing on the mean or pairs of means; nonparametric equivalents of the independent-samples and the matched-samples t-tests; calculating the simple linear regression equation; and power analysis to provide researchers with a tool aimed at reducing, when planning a research programme, the risk of failing to reject a null hypothesis when it should be rejected. |