✌[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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Feb 28, 2024 - 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
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
Conduct one-way and multi-way anova in Julia with GLM.jl
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Feb 28, 2024 - Julia
A statistical model-based Voice Activity Detector
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Aug 8, 2020 - 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
Conduct one-way and multi-way anova in Julia with FixedEffectModels.jl
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Feb 28, 2024 - Julia
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
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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Nov 14, 2024 - R
Convex optimization over classes of multiparticle entanglement
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Nov 15, 2019 - MATLAB
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
Multiscale change point detection
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Apr 15, 2019 - Scala
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
Contains a document in which I showed the equivalence between the one-way ANOVA F-test and likelihood ratio test.
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Sep 27, 2021 - TeX
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.
generalized-linear-models
likelihood-ratio-test
one-way-anova
analysis-of-deviance
statistics-in-julia
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Oct 17, 2021 - Julia
Likelihood Ratio Tests
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Aug 10, 2023 - Jupyter Notebook
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