combine.WPR2: A Function to Combine W_p R ^2 Objects

In WpProj: Linear p-Wasserstein Projections

A Function to Combine W_p R ^2 Objects

Description

Will combine W_p R ^2 objects into a single object.

Usage

combine.WPR2(...)

Arguments

...	List of W_p R^2 objects

Value

A vector of W_p R^2 objects

See Also

WPR2()

Examples

if (rlang::is_installed("stats")) {
n <- 128
p <- 10
s <- 99
x <- matrix( stats::rnorm( p * n ), nrow = n, ncol = p )
beta <- (1:10)/10
y <- x %*% beta + stats::rnorm(n)
post_beta <- matrix(beta, nrow=p, ncol=s) + stats::rnorm(p*s, 0, 0.1)
post_mu <- x %*% post_beta


fit1 <-  WpProj(X=x, eta=post_mu, theta = post_beta,
               power = 2.0, method = "binary program")
fit2 <-  WpProj(X=x, eta=post_mu, power = 2.0,
               options = list(penalty = "lasso")
)



out1 <- WPR2(predictions = post_mu, projected_model = fit1)
out2 <- WPR2(predictions = post_mu, projected_model = fit2)

combine <- combine.WPR2(out1, out2)
}

WpProj documentation built on May 29, 2024, 7:55 a.m.