My Projects

This is Project 1

I cleaned some data

A Replication of Karlan and List (2007)

Dean Karlan at Yale and John List at the University of Chicago conducted a field experiment to test the effectiveness of different fundraising letters. They sent out 50,000…

Poisson Regression Examples

Blueprinty is a small firm that makes software for developing blueprints specifically for submitting patent applications to the US patent office. Their marketing team would…

Multinomial Logit Model

This assignment expores two methods for estimating the MNL model: (1) via Maximum Likelihood, and (2) via a Bayesian approach using a Metropolis-Hastings MCMC algorithm.

K-Means and K Nearest Neighbors

In this section, I implemented the K-Means clustering algorithm from scratch and tested it on the Palmer Penguins dataset using two numerical features: bill_length_mm and fli…