The article discusses parametric tests in statistics, which are used to make assumptions about populations based on sample data. These tests require the data to be normally distributed. If these assumptions are not met, non-parametric tests are used instead. The choice of test depends on the type of variables and the data's relatedness. Common parametric tests include t-tests, ANOVA, correlation, and regression.