Applied Statistical Data Analysis in Psychology II

Harvard FAS

This PSY 1950 follow-up course continues with exposure to state-of-the-art Bayesian and Frequen- tist statistical modeling techniques. We begin by showing how the models we learned in Psy 1950 can be used for prediction. The next two units address power analysis (including simulations for mixed-effects setups), followed by two units on handling missing values. Subsequently, we introduce model comparison, including segmented and polynomial regression, and move on to a modern framework for…