laplace_latent_rng.hpp

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#ifndef STAN_MATH_MIX_PROB_LAPLACE_LATENT_RNG_HPP
#define STAN_MATH_MIX_PROB_LAPLACE_LATENT_RNG_HPP
 
#include <stan/math/mix/functor/laplace_base_rng.hpp>
#include <stan/math/mix/functor/laplace_likelihood.hpp>
#include <stan/math/prim/fun/to_ref.hpp>
 
namespace stan {
namespace math {
 
template <typename LLFunc, typename LLArgs, typename ThetaVec,
          typename CovarFun, typename CovarArgs, typename RNG>
inline auto laplace_latent_tol_rng(
    LLFunc&& L_f, LLArgs&& ll_args, CovarFun&& covariance_function,
    CovarArgs&& covar_args, ThetaVec&& theta_0, const double tolerance,
    const int max_num_steps, const int hessian_block_size, const int solver,
    const int max_steps_line_search, RNG& rng, std::ostream* msgs) {
  const laplace_options_user_supplied ops{
      hessian_block_size, solver,        max_steps_line_search,
      tolerance,          max_num_steps, value_of(theta_0)};
  return laplace_base_rng(std::forward<LLFunc>(L_f),
                          std::forward<LLArgs>(ll_args),
                          std::forward<CovarFun>(covariance_function),
                          std::forward<CovarArgs>(covar_args), ops, rng, msgs);
}
 
template <typename LLFunc, typename LLArgs, typename CovarFun,
          typename CovarArgs, typename RNG>
inline auto laplace_latent_rng(LLFunc&& L_f, LLArgs&& ll_args,
                               CovarFun&& covariance_function,
                               CovarArgs&& covar_args, RNG& rng,
                               std::ostream* msgs) {
  return laplace_base_rng(std::forward<LLFunc>(L_f),
                          std::forward<LLArgs>(ll_args),
                          std::forward<CovarFun>(covariance_function),
                          std::forward<CovarArgs>(covar_args),
                          laplace_options_default{}, rng, msgs);
}
 
}  // namespace math
}  // namespace stan
 
#endif