Conditional Variance Estimator for Sufficient Dimension Reduction

[Up] [Top]

Documentation for package ‘CVE’ version 0.2

Help Pages

CVE-package Conditional Variance Estimator (CVE) Package.
coef.cve Extracts estimated SDR basis.
CVE 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.
plot.cve Elbow plot of the loss function.
predict.cve Predict method for CVE Fits.
predict_dim Estimate Dimension of Reduction Space.
rStiefel Draws a sample from the invariant measure on the Stiefel manifold S(p, q).
summary.cve Prints a summary of a 'cve' result.