Conditional Variance Estimator for Sufficient Dimension Reduction


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Documentation for package ‘CVarE’ version 1.1

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CVarE-package Conditional Variance Estimator (CVE) Package.
coef.cve Extracts estimated SDR basis.
CVarE Conditional Variance Estimator (CVE) Package.
cve Conditional Variance Estimator (CVE).
cve.call Conditional Variance Estimator (CVE).
dataset Generates test datasets.
directions Computes projected training data 'X' for given dimension 'k'.
directions.cve Computes projected training data 'X' for given dimension 'k'.
estimate.bandwidth Bandwidth estimation for CVE.
predict.cve Predict method for CVE Fits.
predict_dim Estimate Dimension of the Sufficient Reduction.
rStiefel Random sample from Stiefel manifold.
summary.cve Prints summary statistics of the L 'cve' component.