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.
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
A new metric to measure multi-class imbalance degree of data using likelihood ratio test based on the paper LRID by Rui Zhu et. al.
Multiscale change point detection
Convex optimization over classes of multiparticle entanglement
A statistical model-based Voice Activity Detector
Measuring the axion mass with a helioscope
Statistical Modelling of Swine Flu Outbreak Data
Likelihood ratio test for matching counterparts in different wavelengths
Contains a document in which I showed the equivalence between the one-way ANOVA F-test and likelihood ratio test.
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.
Chandler-Bate adjustment for different models in Econometrics
Likelihood-ratio test for samples from gamma-distributed populations.
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.
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…
[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic
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.
Goodness-of-fit tests for categorical response models
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