createForestDataset.Rd

% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/data.R
\name{createForestDataset}
\alias{createForestDataset}
\title{Create a forest dataset object}
\usage{
createForestDataset(covariates, basis = NULL, variance_weights = NULL)
}
\arguments{
\item{covariates}{Matrix of covariates}

\item{basis}{(Optional) Matrix of bases used to define a leaf regression}

\item{variance_weights}{(Optional) Vector of observation-specific variance weights}
}
\value{
\code{ForestDataset} object
}
\description{
Create a forest dataset object
}
\examples{
covariate_matrix <- matrix(runif(10*100), ncol = 10)
basis_matrix <- matrix(rnorm(3*100), ncol = 3)
weight_vector <- rnorm(100)
forest_dataset <- createForestDataset(covariate_matrix)
forest_dataset <- createForestDataset(covariate_matrix, basis_matrix)
forest_dataset <- createForestDataset(covariate_matrix, basis_matrix, weight_vector)
}