ldshrink: a one-stop R package for shrinkage estimation of linkage disequilibrium
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Mar 31, 2021 - C++
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shrinkage-estimators
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Provides nonparametric Steinian shrinkage estimators of the covariance matrix that are suitable in high dimensional settings, that is when the number of variables is larger than the sample size.
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Jul 21, 2023 - R
High dimensional shrinkage optimal portfolios in R
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Mar 27, 2024 - R
Imputing immunogenic phenotypes using Elastic Net to infer causality between gut microbiome and immune system.
machine-learning
r
r-package
ridge-regression
ols-regression
tss
elastic-net
shrinkage-estimators
fold-cross-validation
mwas
elastic-net-regularization
microbiome-wide-association-study
guass-markov-theorem
regulzarization
least-absolute-selection-and-shrinkage-operator
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Apr 25, 2023 - R
I did image denoising using classical techniques like low pass estimate,MMSE estimate and shrinkage estimate.
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Jun 20, 2024 - Jupyter Notebook
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