R Shiny App to determine the factors that are most influential in patients’ survival of CHD. I created a Logistic Regression model in R using RStudio to predict the survival of CHD patients. Retrieved the data from the PHIS database using SQL & built tableau dashboards. The model predicted the survival of CHD with an AUC of over .90 and indicate…

Contains a document in which I showed the equivalence between the one-way ANOVA F-test and likelihood ratio test.

This is the repository for the RMediation package.

Likelihood-ratio test for normally distributed populations with non-constant variance. Essentially a LRT equivalent to Welch's ANOVA. Documented in LaTeX, implemented in Python.

Script to perform three different likelihood-ratio tests in Julia, and call an R script to perform the one-way ANOVA test, Welch's ANOVA test and analysis of deviance on a gamma generalized linear model.

Likelihood Ratio Tests

Conduct one-way and multi-way anova in Julia with FixedEffectModels.jl

Likelihood-ratio test for samples from gamma-distributed populations.

[EMNLP 2023] FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score

Statistical Modelling of Swine Flu Outbreak Data

Conduct one-way and multi-way anova in Julia with GLM.jl

Chandler-Bate adjustment for different models in Econometrics

R script that analyzes the relationship between subjects who grew up in lower-income families on the basis of certain economic factors and proportion of individuals reporting incomes in the top quintile by age 30.

Conduct one-way and multi-way anova in Julia with MixedModels.jl

Cluster-specific logistic regression models for whether an NBA team will make the playoffs given the current statistics of that team. Specifically uses population averaged models (PA) based on generalized estimating equations (GEE); Also, uses cluster-specific (each team) random effects models

Goodness-of-fit tests for categorical response models

Implementing the Linkage and Pathway Universal Tests using the clrdag package for Direceted Acyclic Graphs. Testing the two tests on cytometry data to analyze the links.