Hypothesis Testing

Hypothesis testing starts with defining the null and alternative hypotheses, selecting the appropriate test and significance level, and calculating the test statistic and p-value.

Data analysts ensure validity by checking assumptions, using adequate sample sizes, and applying corrections for multiple tests when necessary.