Shrinkage for Effect Estimation

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Documentation for package ‘eshrink’ version 0.1.2

• DESCRIPTION file.

Help Pages

eshrink-package	Shrinkage Estimators for Regression
biasRidge	Compute MSE, Bias, and Variance for Ridge Estimator
check_CIbound	Confidence intervals for 'fLoss' estimators
eshrink	Shrinkage Estimators for Regression
estRidge	Estimate Coefficients for Ridge Regression
festLASSO	Compute 'Future Loss' Ridge or LASSO Estimates
festRidge	Compute 'Future Loss' Ridge or LASSO Estimates
invertTest	Confidence intervals for 'fLoss' estimators
mseRidge	Compute MSE, Bias, and Variance for Ridge Estimator
samplePosterior	Posterior Sample for Bayesian Linear Regression
simLASSO	Compute Lasso Estimator for simulated Data
varRidge	Compute MSE, Bias, and Variance for Ridge Estimator
vcovfestRidge	Standard Error Estimate