laplace_marginal.hpp

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#ifndef STAN_MATH_MIX_PROB_LAPLACE_MARGINAL_HPP
#define STAN_MATH_MIX_PROB_LAPLACE_MARGINAL_HPP
 
#include <stan/math/mix/functor/laplace_likelihood.hpp>
#include <stan/math/mix/functor/laplace_marginal_density.hpp>
 
namespace stan {
namespace math {
template <bool propto = false, typename LFun, typename LArgs, typename CovarFun,
          typename CovarArgs, typename OpsTuple>
inline auto laplace_marginal_tol(LFun&& L_f, LArgs&& l_args,
                                 int hessian_block_size,
                                 CovarFun&& covariance_function,
                                 CovarArgs&& covar_args, OpsTuple&& ops,
                                 std::ostream* msgs) {
  auto options
      = internal::tuple_to_laplace_options(std::forward<OpsTuple>(ops));
  options.hessian_block_size = hessian_block_size;
  return laplace_marginal_density(
      std::forward<LFun>(L_f), std::forward<LArgs>(l_args),
      std::forward<CovarFun>(covariance_function),
      std::forward<CovarArgs>(covar_args), std::move(options), msgs);
}
 
template <bool propto = false, typename LFun, typename LArgs, typename CovarFun,
          typename CovarArgs>
inline auto laplace_marginal(LFun&& L_f, LArgs&& l_args, int hessian_block_size,
                             CovarFun&& covariance_function,
                             CovarArgs&& covar_args, std::ostream* msgs) {
  auto options = laplace_options_default{hessian_block_size};
  return laplace_marginal_density(
      std::forward<LFun>(L_f), std::forward<LArgs>(l_args),
      std::forward<CovarFun>(covariance_function),
      std::forward<CovarArgs>(covar_args), options, msgs);
}
 
}  // namespace math
}  // namespace stan
 
#endif