Essential Statistics for the Behavioral Sciences
Second Edition
Learning Objectives
After reading this chapter, you should be able to:
1. Identify the four steps of hypothesis testing.
2. Define null hypothesis, alternative hypothesis, level of significance, test statistic, p value, and statistical significance.
3. Define Type I error and Type II error, and identify the type of error that researchers control.
4. Calculate the one-sample z test and interpret the results.
5. Distinguish between a one-tailed test and a two-tailed test, and explain why a Type III error is possible only with one-tailed tests.
6. Elucidate effect size and compute a Cohen’s d for the one-sample z test.
7. Define power and identify six factors that influence power.
8. Summarize the results of a one-sample z test in APA format.