pred.henv: Estimation or prediction for henv

Description Usage Arguments Details Value Examples

Description

Perform estimation or prediction under the heteroscedastic envelope model.

Usage

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pred.henv(m, Xnew)

Arguments

m

A list containing estimators and other statistics inherited from henv.

Xnew

The value of X with which to estimate or predict Y. An r by 1 vector.

Details

This function evaluates the heteroscedastic envelope model at new value Xnew. It can perform estimation: find the fitted value when X = Xnew, or prediction: predict Y when X = Xnew. The covariance matrix and the standard errors are also provided.

Value

The output is a list that contains following components.

value

The fitted value or the predicted value evaluated at Xnew.

covMatrix.estm

The covariance matrix of the fitted value at Xnew.

SE.estm

The standard error of the fitted value at Xnew.

covMatrix.pred

The covariance matrix of the predicted value at Xnew.

SE.pred

The standard error of the predicted value at Xnew.

Examples

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data(waterstrider)
X <- waterstrider[ , 1]
Y <- waterstrider[ , 2:5]


## Not run: m <- henv(X, Y, 2)

## Not run: pred.res <- pred.henv(m, X[2])

Renvlp documentation built on Sept. 11, 2021, 9:07 a.m.

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