CLAGUS0002 - R Workshop: OLS Regression

Course Description

This workshop offers an overview of tools for linear regression in R. The workshop provides and experiential overview tools and techniques for regression to participants who have at least basic understanding of multiple regression and are interested in applying that understanding in R.  The course starts with basics of data description, exploration, and visualization in R. It then provides a detailed overview of fitting, interpreting, and diagnosing bivariate models. It then provides an overview of tools and syntax for multiple regression and model specification. The workshop is designed to be applied and practical: as much time as possible will be devoted to having participants either follow operational steps on their own lab computers or implementing models of their own devising. The workshop will also provide a brief introduction common variants and adjuncts of regression (such as logistic modeling, factor, and principle components analysis), demonstrating their basic implementation in R and directing participants for resources for their continued learning.

Applies Towards the Following Certificates

• R Workshops Bundle : Workshop Series