Spatial Econometrics - Crime and Socioeconomic Variables

This is an assignment from Advanced Quantitative Methods (Fall 2024) taught by Dr. Christopher Higgins at the University of Toronto. This course was a deep dive into spatial methods in R from basic statistical methods up to spatial data visualization and spatial regression models. During this course, I started getting really excited about the frontiers of quantitative methods for spatial data and got motivated to use new and emerging space-time methods for my master's thesis (coming soon).

Here is a sample from my work from this class. In this assignment, I demonstrate data and model considerations, data visualization, spatial econometric model knowledge, and quantitative communication.