R/dataset.R

In singR: Simultaneous Non-Gaussian Component Analysis

#' Data for simulation example 1
#'@format A data list with 10 subsets:
#' \describe{
#'      \item{dX}{original data matrix for X with n x px, 48x3602}
#'      \item{dY}{original data matrix for Y with n x py, 48x4950}
#'      \item{mj}{true mj matrix, n x rj, 48x2}
#'      \item{sIx}{true S matrix of independent non-Gaussian components in X, ri_x x px, 2x3602}
#'      \item{sIy}{true S matrix of independent non-Gaussian components in Y, ri_y x py, 2x4950}
#'      \item{sjx}{true S matrix of joint non-Gaussian components in X, rj x px, 2x3602}
#'      \item{sjy}{true S matrix of joint non-Gaussian components in Y, rj x py, 2x4950}
#'      \item{snr}{signal to noise ratio}
#'      \item{R2x}{R2 for x data}
#'      \item{R2y}{R2 for y data}
#'      }
#'
"exampledata"