If you need to refresh your statistical knowledge, the textbook(s) you read in your past courses or consulted in your workplace are probably excellent resources. For a conceptual overview of statistics, you can also review the textbook assigned for our introductory statistics course:
Pyrczak, F. (2014). Making sense of statistics (6th ed.). Glendale, CA: Pyrczak Publishing.
Note these two corrections in Pyrczak.
- Section 24, second paragraph, first sentence. Although ANOVA can be used to test the difference between two means, ANOVA is never employed in this manner. ANOVA is not the best test for two means. Rather, you would use a ttest for this purpose.
- Section 28. The formula that Pyrczak gives for Cohen’s d is atypical. More common is to divide the difference between the two means by the pooled variance of both groups. Thus, instead of dividing by the control group SD, you divide by the average of the treatment and control SDs.
Answers to questions at the end of each chapter and to review questions at the end of the book, together with a test item bank and answers, can be found here.