R/package-natural.R

In natural: Estimating the Error Variance in a High-Dimensional Linear Model

#' natural: Natural and Organic lasso estimates of error variance in high-dimensional linear models
#'
#' The package contains implementation of the two methods introduced in Yu, Bien (2017) \url{https://arxiv.org/abs/1712.02412}.
#'
#' The main functions are \code{\link{nlasso_cv}}, \code{\link{olasso_cv}}, and \code{\link{olasso}}.
#'
#' @docType package
#' @name natural
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