Instructor: Rodrigo Dominguez Villegas
Which regression model should I use?
Through this workshop, participants will review a variety of regression methods. We will review the basic assumptions, interpretation of coefficients, and model fit statistics for OLS, binomial logistic, and multinomial logistic regression models. The workshop will be most beneficial to those who have learned regression methods before and want to review the basics again. Working knowledge of Stata is required. Familiarity with OLS regression and knowledge of basic statistical concepts such as correlation coefficients and the normal distribution is needed to take full advantage of this workshop.
By the end of the session, participants will be able to:
Select appropriate regression models that best fit their data.
Interpret regression coefficients
Run basic diagnostics to test violations of assumptions
Please note that the course will use Stata for PC. A few commands and functionalities differ in Stata for Mac, but Mac users are also encouraged to attend the workshop.