In this module, we will learn how to fit linear regression models with least squares. We will also study the properties of least squares, and describe some goodness of fit metrics for linear ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial ... and implementing them on simulated and real data in R. You will complete a proctored exam worth 20% ...

Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and diagnostics; nonparametric and nonlinear regression and ...