Suggestions-Only
biostatistician doing research on surgery and health disparities, psychology and statistics nerd
VA Pittsburgh Healthcare SystemPittsburgh, PA
Pinned Repositories
CFA-Template
Template code for a Confirmatory Factor Analysis (Structural Equation Model)
Churn-Prediction
Predicting customer churn/retention using EDA and a logistic regression model
Decision-Tree-Template
Template code for a decision tree model and predictions
Difference-in-Differences-Analysis
Template code for a difference in differences analysis (both linear model and graph)
fair-logloss-classification
Code for paper "Fairness for Robust Log Loss Classification"
Logistic-Regression--Grad-School-Admit
An analysis of graduate school admissions based on several predictor variables (fake data)
Logistic-Regression--Surgery-Timing
An analysis examining possible relationships between surgery times and complication risk (model and EDA)
pwned-search
Pwned Password API lookup
Regression-Discontinuity
Template code for a regression discontinuity
Survival-Analysis--Blood-Storage
An analysis of cancer recurrence rates based on age of transfused blood (including EDA and graphical analysis)
Suggestions-Only's Repositories
Suggestions-Only/Logistic-Regression--Grad-School-Admit
An analysis of graduate school admissions based on several predictor variables (fake data)
Suggestions-Only/CFA-Template
Template code for a Confirmatory Factor Analysis (Structural Equation Model)
Suggestions-Only/Churn-Prediction
Predicting customer churn/retention using EDA and a logistic regression model
Suggestions-Only/Decision-Tree-Template
Template code for a decision tree model and predictions
Suggestions-Only/Difference-in-Differences-Analysis
Template code for a difference in differences analysis (both linear model and graph)
Suggestions-Only/fair-logloss-classification
Code for paper "Fairness for Robust Log Loss Classification"
Suggestions-Only/Logistic-Regression--Surgery-Timing
An analysis examining possible relationships between surgery times and complication risk (model and EDA)
Suggestions-Only/pwned-search
Pwned Password API lookup
Suggestions-Only/Regression-Discontinuity
Template code for a regression discontinuity
Suggestions-Only/SEM-Template
Template code to fit a Structural Equation Model
Suggestions-Only/Stock-Data-PCA
Example of running Principal Components Analysis on Tech Stock Data
Suggestions-Only/Survival-Analysis--Blood-Storage
An analysis of cancer recurrence rates based on age of transfused blood (including EDA and graphical analysis)
Suggestions-Only/Thompson-Sampling-UCB
This is a sample code written in R that compares Thompson Sampling and UCB for three available arms sampled from a bernoulli distribution.