Local Dependence in Exponential Random Network Models

For my undergraduate thesis project at Reed College, I worked with random graph models used in social network analysis. I extended results about the existence and consistency of MLEs and the asymptotic distribution of statistics to a new class of model.

Crime in Northwest Philadelphia

An exploration of the locations of violent crime in northwest Philadelphia from 2006 to 2016 using shiny and leaflet.

Visualizations of the (anonymized) location of clients of Legal Aid of Southeastern PA and the type of representation they required, broken up by county.