gregfaletto
Statistician and data scientist. Interested in feature selection, causal inference, & modeling with applications in social science and business.
Los Angeles
Pinned Repositories
algorithmic-fairness
Some resources I've developed on the topic of algorithmic fairness.
covid19
My contribution to Team DSO's entry in the 2020 COVID-19 Computational Challenge
css-sims
Code for simulations for Cluster Stability Selection paper
cssr
Cluster stability selection
cssr-project
Code for the R cssr package, implementing the feature selection method cluster stability selection (https://arxiv.org/abs/2201.00494)
cv-resume
My CV and Resume
dataconla2023
Resources for my talk at Data Con LA 2023: "Predicting Purchases, Rare Diseases, and More: Using Ordinal Regression to Estimate Rare Event Probabilities"
math-notes
My own math notes, originally started to prepare for the GRE Math Subject test, and expanded since.
presto
Code for "Predicting Rare Events by Shrinking Towards Proportional Odds" (Faletto and Bien, 2023)
tutorials
gregfaletto's Repositories
gregfaletto/dataconla2023
Resources for my talk at Data Con LA 2023: "Predicting Purchases, Rare Diseases, and More: Using Ordinal Regression to Estimate Rare Event Probabilities"
gregfaletto/math-notes
My own math notes, originally started to prepare for the GRE Math Subject test, and expanded since.
gregfaletto/presto
Code for "Predicting Rare Events by Shrinking Towards Proportional Odds" (Faletto and Bien, 2023)
gregfaletto/algorithmic-fairness
Some resources I've developed on the topic of algorithmic fairness.
gregfaletto/covid19
My contribution to Team DSO's entry in the 2020 COVID-19 Computational Challenge
gregfaletto/css-sims
Code for simulations for Cluster Stability Selection paper
gregfaletto/cssr
Cluster stability selection
gregfaletto/cssr-project
Code for the R cssr package, implementing the feature selection method cluster stability selection (https://arxiv.org/abs/2201.00494)
gregfaletto/cv-resume
My CV and Resume
gregfaletto/fragilefamilies
Code from my entry to Princeton University's Fragile Families Challenge.
gregfaletto/hospitals
Ongoing project to find the causes of variations in costs for identical procedures at different US hospitals. Also collating data at ZIP-code level to expand set of potentially predictive features.
gregfaletto/Jumpstart-Summer-Program-2023-USC-Marshall-DSO
gregfaletto/multi-task-learning-slides
Slides from my presentation on Multi-Task Learning at USC
gregfaletto/open-source-submissions
Submissions made by those who have agreed to have their contributions open-sourced.
gregfaletto/pres-primary-odds
A real-time estimate of the viability of 2016 US presidential primary candidates, based on betting markets.
gregfaletto/setlistpredictor
Set list prediction algorithm I created for Live Nation
gregfaletto/simulator
An Engine for Running Simulations
gregfaletto/tutorials