#' Gradient for beta_tilde w.r.t. knots
#'
#' <details>
#' @title
#' @return
#' @references
#' @author Feng Li, Department of Statistics, Stockholm University, Sweden.
#' @note First version: Thu Feb 10 17:48:19 CET 2011;
#' Current: Thu Feb 10 17:48:27 CET 2011.
delta.beta.tilde <- function()
{
## The first part should be down.
## Does not depend on the prior settings
## The second part depends on the prior settings
## check if X'X or not
## Third part. does not depend on prior
## Fourth part. Depends on prior
Mat1 <- Mat.x.DvecA.k.P_stp1(Mat, A, p, q, q_i)
out <- Mat.x.DvecA.k.P_stp2(Mat1, X_i, delta_i, p, q, q_i)
return(out)
}
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