This workshop will introduce some fundamental topics in regression analysis using SPSS. The workshop will be divided into three parts. We will begin with a brief overview of simple and multiple regression, tying it back to familiar concepts such as correlation and t-tests. The second part will introduce regression diagnostics such as checking for normality of residuals, unusual and influential data, homoscedasticity and multicollinearity. Finally, we will proceed to SPSS GLM to interpret a two-way categorical interaction with dummy variables, and multiple category predictors.

Non-UCLA researchers may attend this workshop.