R/HDPenReg-package.R

In HDPenReg: High-Dimensional Penalized Regression

#' @useDynLib HDPenReg, .registration = TRUE
#' @import rtkore
#' @import methods
#' @import Matrix
#' @importFrom graphics abline axis lines points matplot
#' @importFrom stats rbeta rbinom rpois
#' 
#' @title Algorithms for lasso and fused-lasso problems.
#' @docType package
#' @aliases HDPenReg-package, HDPenReg
#' @name HDPenReg-package
#' @description This package contains algorithms for lasso and fused-lasso problems.
#' It contains an implementation of the lars algorithm [1],
#' for the lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso.
#' 
#' @details
#' 
#'   \tabular{ll}{
#' Package: \tab HDPenReg\cr
#' Type: \tab Package\cr
#' Version: \tab 0.93.2\cr
#' Date: \tab 2018-01-19\cr
#' License: \tab GPL (>=2) \cr
#' }
#' 
#' The main function is \link{HDlars}. 
#' 
#' 
#' @author Maintainer: Quentin Grimonprez <quentin.grimonprez@@inria.fr>
#' 
#' @examples 
#' \dontrun{
#' #see vignette
#' vignette("HDPenReg")
#' }
#' 
#'  
#' @seealso \code{\link{HDlars}} \code{\link{HDcvlars}}
#'  
#' @keywords package
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