✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction
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Oct 29, 2024 - Python
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likelihood-ratio-test
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A simple framework for ANOVA on various types of Julia statistical models
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Nov 26, 2025 - Julia
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Apr 20, 2020 - Python
[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic
matlab logistic-regression ridge-regression keras-models kmeans-clustering multilayer-perceptron-network radial-basis-function extreme-learning-machine stochastic-gradient-descent maximum-likelihood-estimation maximum-a-posteriori-estimation iris-dataset cnn-architecture holdout likelihood-ratio-test kfold-cross-validation xor-neural-network stacked-autoencoder and-gate-implementation sklearn-metrics
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Nov 20, 2022 - Jupyter Notebook
Conduct one-way and multi-way anova in Julia with GLM.jl
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Nov 25, 2025 - Julia
A statistical model-based Voice Activity Detector
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Aug 8, 2020 - Python
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.
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Mar 22, 2019 - Jupyter Notebook
This package implements hypothesis testing procedures that can be used to identify the number of regimes in a Markov-Switching model.
bootstrap time-series monte-carlo markov-chain non-linear moments autoregressive hypothesis-testing likelihood-ratio-test regime-switching
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Dec 16, 2025 - R
[AISTATS 2025] "A Likelihood Based Approach for Watermark Detection"
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May 1, 2025 - Python
[EMNLP 2023] FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score
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Oct 10, 2023 - Python
Measuring the axion mass with a helioscope
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Aug 29, 2020 - Jupyter Notebook
A consistent API for hypothesis testing in R. Provides generic methods for p-values, test statistics, degrees of freedom, and significance testing. Includes LRT and Wald test implementations. Available on CRAN.
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Dec 4, 2025 - R
Convex optimization over classes of multiparticle entanglement
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Nov 15, 2019 - MATLAB
Goodness-of-fit tests for categorical response models
logistic-regression ordinal-regression likelihood-ratio-test brier-scores misclassification log-loss-score-metric hosmer-lemeshow-test lipsitz-test pulkstenis-robinson-test brant-test proportional-odds-test pseudo-r2
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Feb 2, 2023 - R
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…
r r-shiny goodness-of-fit roc-curve interaction-effect correlation-matrix likelihood-ratio-test false-positive-rate scatterplot-matrix roc-auc-curve r-shiny-apps lowess-fit
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Jul 27, 2022 - R
Computing a Likelihood Ratio Test on Wisconsin Breast Cancer Dataset to detect the most relevant features to infer wether a tumor is Malignous or Benign
statistics feature-selection biostatistics hypothesis-testing likelihood-ratio-test medical-data-analysis
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Dec 12, 2025 - Jupyter Notebook
Multiscale change point detection
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Apr 15, 2019 - Scala
Conduct one-way and multi-way anova in Julia with FixedEffectModels.jl
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Nov 25, 2025 - Julia
Some movies to teach statistical concepts
statistics movie linear-regression extremes regression teaching probability-distributions test-statistic hypothesis-testing teaching-materials log-likelihood correlation-coefficient central-limit-theorem statistics-learning statistical-concepts likelihood-ratio-test score-test wald-test extremal-types-theorem
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Dec 3, 2023 - R
This workflow identifies stage-specific transcription factor expression modules in time-series bulk RNA-seq data. The goal is to characterize the "waves" of TF expression that define each stage of a differentiation time-course, then use these control TF clusters as a baseline for assessing how experimental conditions alter this expression
bioinformatics transcription-factors rna-seq genomics clustering heatmap deseq2 transcriptomics normalization genomics-visualization temporal-data likelihood-ratio-test pheatmap gene-expression-analysis
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Dec 8, 2025 - HTML
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