Please download R and RStudio before the first lab session.
If you are unfamiliar with R, please consult the M1 R tutorials here before the first session.
Lab 1: Applying ML techniques to predict income with satellite data using the R package SuperLearner
Lab 2: Estimating causal effects using double machine learning
Lab 3: Estimating Heterogenous Treatement Effects
Homework 1: Data challenge - Real news or satire
Homework 2: Understanding and applying double ML
There is an error message if the upload does not work and a success message if it does work, but there is no confirmation email (but don’t stress, I have not had any problems so far).
All homeworks must be submitted in a zipped folder called labX_firstname_lastname.zip, where \(X\in\{1,2\}\), e.g. lab1_hannah_bull.zip.
Email me at hannahhjbull@gmail.com.