#' @param para Parameters to be estimated.
#' @param startval Initial value of the chain.
#' @param niter Number of iterations (including burned iterations).
#' @param X Matrix of observations from the underlying model.
#' @param prior Prior distribution for the parameters.
#' @param likelihood Likelihood function.
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