This page contains materials related to my teaching at NYU as well as links to a number of lectures/labs prepared for either Regression III or Advanced Multilevel Modeling at the ICPSR Summer Program. For a more complete record of my teaching experience please refer to my CV.
NYU Summer 2023: Social Media and Political Participation
Lab 3: Introduction to Twitter API v2
Lab 4: Analyzing Twitter/Text Data
ICPSR 2020: Advanced Multilevel Modeling Supplements
Part 1: Review of Fixed and Random Effects
Part 2: Relationship with Omitted Variables
ICPSR Materials from Previous Years
Omnibus Diagnostics, GAMLSS, Augmented Least Squares: Slides, Code, Lab Code, Selectorate Data
Multivariate Adaptive Regression Splines for GAMLSS, compliments of Dave Armstrong
Simpsons Paradox, Missing Data and Multilevel Selection Models: Slides, Simpsons Code, Selection Code
Below I have included links to scripts on topics that have come up as a consultant for NYU Data Services for ease of reference. They are generally worked examples of performing particular tasks rather than broad overviews.
AQR Proseminar: Wrangling, Graphics, and Typesetting in R
Web Scraping with R -- Walk Through, Code