The COR for Optimal Subset Selection in Distributed Estimation


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Documentation for package ‘COR’ version 0.1.0

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beta_AD Caculate the estimators of beta on the A-opt and D-opt
beta_cor Caculate the estimator of beta on the COR
beta_LW Caculate the estimators of beta on the LEV-opt#'
communities The communities and crime data set
COR Caculate the optimal subset lengths on the COR
ethylene_CO The chemical sensor data set
LICbeta Calculate the LIC estimator for linear regression
LICnew Calculate the LIC estimator based on A-optimal and D-optimal criterion
MSEbeta Calculate MSE values for different beta estimation methods
MSEcom Caculate the MSE values of the COR criterion in simulation
MSEver Caculate the MSE values of the COR criterion for redundant data in simulation