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hard

Algorithms presented in "High dimensional thresholded regression and shrinkage effect"

dependencies

Rcpp, RcppArmadillo

Instruction

ht.R: hard thresholding

sica.R: SICA

oracle: oracle procedure

util.R: functions to generate beta, generate training and test datasets using RcppArmadillo, computation of eight metrics in the thesis

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Partial simulations in "High dimensional thresholded regression and shrinkage effect"

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