Linear Regression and Linear Models

Linear Regression and Linear Models

Dive into the fundamentals of Linear Regression and Linear Models through a comprehensive video series spanning 1 hour and 30 minutes. Learn how to utilize continuous and categorical variables to predict continuous outcomes, exploring concepts such as least squares fitting, multiple regression, t-tests, and ANOVA. Gain practical skills by applying these techniques in R, understanding design matrices, and interpreting key statistical measures like p-values and R-squared. Master one of statistics' most powerful tools for data analysis and prediction.