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shrinkage

Here are 11 public repositories matching this topic...

kkdey / CorShrink

R package for adaptive correlation and covariance matrix shrinkage.

word2vec missing-data covariance-matrix ash shrinkage covariance-shrinkage

Updated Jan 23, 2019
R

davpinto / master-thesis

My Master's thesis on Bayesian Classification with Regularized Gaussian Models

regularization bayes-classifier covariance-matrix gaussian-models boosting shrinkage probability-calibration

Updated Dec 27, 2015
R

xinyexu / STATS-415

Introduction to Data Mining

data-mining logistic-regression lda knn shrinkage qda

Updated Mar 26, 2019
R

ncchung / jaws

Jackstraw Weighted Shrinkage Methods

statistics statistical-learning pca regularization latent-variables shrinkage

Updated Nov 17, 2016
R

kkdey / dashr

R package for Dirichlet adaptive shrinkage and smoothing

smoothing adaptive-learning shrinkage-estimator compositional-data shrinkage

Updated Apr 30, 2018
R

samperochkin / learning-block-exchangeability

Some code related to our paper Per,Duc,Nes. Detection (2019). The objective is to detect block-exchangeable structures in correlation matrices. For any help, please contact me or leave a comment somewhere. I will be glad to help you.

statistical-learning non-parametric copula shrinkage kendall-tau correlation-matrices exchangeable-structures

Updated May 10, 2024
R

santosh1234565 / Regularized-methods

Base saturation percentage determination using shrinkage method. Due to the multicollinearity issue, we chose shrinkage/penalized/regularized regression. Since, we have small number of samples, we had no luxury of having separate test set of data, so we did iterated k-Fold cross validation.

prediction-model shrinkage agricultural regularized

Updated Jun 24, 2020
R

StatGrrl / lasso

R code for figures, simulations and application in my Masters thesis and corresponding conference paper on the LASSO and other shrinkage methods

regression lasso model-selection regularization shrinkage

Updated Dec 4, 2023
R

Reckziegel / tcopula

Estimation of Structured t-Copulas

econometrics copula shrinkage

Updated Jul 15, 2021
R

lorenzo-schiavon / XFILE

Accelerated matrix Factorization via Infinite Latent Elements with structured shrinkage

r factorization shrinkage

Updated Oct 5, 2022
R

guhjy / ashr

An R package for adaptive shrinkage

r bayes adaptive fdr shrinkage

Updated Jan 10, 2018
R

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