#' a list of data
#'
#' A data object for bliss model
#' @format a list of data
#' \describe{
#' \item{y}{y coordinate}
#' \item{x}{x coordinate}
#' \item{betas}{the coefficient function used to generate the data}
#' \item{grids}{the grid of the observation times}
#' }
"data1"
#'
#'
#' A list of param for bliss model
#' @format a list of param for bliss model
#' \describe{
#' \item{Q}{the number of functional covariates}
#' \item{n}{the sample size}
#' \item{p}{the number of observation times}
#' \item{beta_shapes}{the shapes of the coefficient functions}
#' \item{grids_lim}{the range of the observation times}
#' \item{grids}{the grids of the observation times}
#' \item{K}{the number of intervals for the coefficient function}
#' }
"param1"
#'
#'
#' A result of the BliSS method
#' @format a Bliss object (list)
#' \describe{
#' \item{alpha}{a list of Q numerical vector. Each vector is the function
#' alpha(t) associated to a functional covariate. For each t, alpha(t)
#' is the posterior probabilities of the event "the support covers t".}
#' \item{beta_posterior_density}{a list of Q items. Each item contains a list
#' containing information to plot the posterior density of the
#' coefficient function with the \code{image} function.
#' \describe{
#' \item{\code{grid_t}}{a numerical vector: the x-axis.}
#' \item{\code{grid_beta_t}}{a numerical vector: the y-axis.}
#' \item{\code{density}}{a matrix: the z values.}
#' \item{\code{new_beta_sample}}{a matrix: beta sample used to compute
#' the posterior densities.}
#' }}
#' \item{beta_sample}{a list of Q matrices. The qth matrix is a posterior
#' sample of the qth functional covariates.}
#' \item{Bliss_estimate}{a list of numerical vectors corresponding to the
#' Bliss estimates of each functional covariates.}
#' \item{data}{see the description of the object \code{data1}.}
#' \item{posterior_sample}{a list containing (for each chain) the result of the
#' \code{Bliss_Gibbs_Sampler} function.}
#' \item{Smooth_estimate}{a list containing the Smooth estimates of the
#' coefficient functions.}
#' \item{support_estimate}{a list containing the estimations of the support.}
#' \item{support_estimate_fct}{a list containing the estimation of the support.}
#' \item{trace_sann}{a list containing (for each chain) the trace of the
#' Simulated Annealing algorithm.}
#' }
"res_bliss1"
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.