predict.rkern: predict for rkern

Description Usage Arguments Value Examples

View source: R/rkern.R

Description

get estimated tau(x) using the trained rkern model

Usage

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## S3 method for class 'rkern'
predict(object, newx = NULL, ...)

Arguments

object

an rkern object

newx

covariate matrix to make predictions on. If null, return the tau(x) predictions on the training data

...

additional arguments (currently not used)

Value

vector of predictions

Examples

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## Not run: 
n = 100; p = 10

x = matrix(rnorm(n*p), n, p)
w = rbinom(n, 1, 0.5)
y = pmax(x[,1], 0) * w + x[,2] + pmin(x[,3], 0) + rnorm(n)

rkern_fit = rkern(x, w, y)
rkern_est = predict(rkern_fit, x)

## End(Not run)

xnie/rlearner documentation built on April 11, 2021, 12:49 a.m.