Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

Matlab library for gradient descent algorithms: Version 1.0.1

Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

Estimate growth rate advantage of SARS-CoV2 variants of concern based on international genomic surveillance data and multinomial spline fits

Data Analysis on Mental Health.

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

Classify questions as - what, when, who, affirmation, unknown

Multinomial logistic regression model for predicting the outcomes of football matches

Block coordinate descent for group lasso

Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)

Deeper IMPACT: Ordinal Models for Outcome Prediction After Traumatic Brain Injury

Applied data analysis and supervised learning projects focused on regression modeling, statistical inference, and model validation.

Raw files for a document that provides an overview of models for the case of a categorical dependent variable.

Analysis and ​ forecasting​ of weekly prices of vegetables in ​ India​ during ​ 1st​, ​ 2nd​ and ​ 3rd​ ​ lockdown ​ due to COVID’19

Entry-level looks at Exploratory Data Analysis (in R & Python) and Regression Models (in R)

San Francisco (SF) has a long history of pushing the envelope on progressive public health solutions, including medical cannabis and needle exchange, before either was legal or broadly embraced. It is so out of proportion, that California passed a bill allowing SF to open Safe Injection Sites (SIS).