The document discusses analysis of variance (ANOVA) and linear regression. It begins by explaining ANOVA, including one-way ANOVA, assumptions of ANOVA, and how to conduct a one-way ANOVA test. It then covers linear regression, including determining the linear regression equation, assessing model fitness, assumptions of regression, and using regression for prediction and estimation. Examples of both one-way ANOVA and simple linear regression are provided.