There are 1 repository under likelihood-ratio-test topic.
✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction
A simple framework for ANOVA on various types of Julia statistical models
This package implements hypothesis testing procedures that can be used to identify the number of regimes in a Markov-Switching model.
A statistical model-based Voice Activity Detector
[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic
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.
Conduct one-way and multi-way anova in Julia with GLM.jl
[AISTATS 2025] "A Likelihood Based Approach for Watermark Detection"
[EMNLP 2023] FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score
Convex optimization over classes of multiparticle entanglement
This is the repository for the RMediation package.
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 indicated that a higher EF % is a major factor.
Some movies to teach statistical concepts
Conduct one-way and multi-way anova in Julia with FixedEffectModels.jl
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.
Likelihood ratio test for matching counterparts in different wavelengths
Final project for PHST 684 at the University of Louisville (Categorical Data Analysis)
Statistical Modelling of Swine Flu Outbreak Data
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.
Conduct one-way and multi-way anova in Julia with MixedModels.jl
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.
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.