Matthew's class involved a review of regression concepts, covering topics such as estimating coefficients and assessing model fit. Following the review, he took a test to demonstrate his understanding of regression analysis. The test assessed his ability to apply regression techniques, interpret results, and draw meaningful conclusions about relationships between variables. The class aimed to gauge Matthew's proficiency in using regression analysis as a tool for making statistical inferences.