inv_chi_square_rng.hpp

Go to the documentation of this file.

#ifndef STAN_MATH_PRIM_PROB_INV_CHI_SQUARE_RNG_HPP
#define STAN_MATH_PRIM_PROB_INV_CHI_SQUARE_RNG_HPP
 
#include <stan/math/prim/meta.hpp>
#include <stan/math/prim/err.hpp>
#include <stan/math/prim/fun/scalar_seq_view.hpp>
#include <stan/math/prim/fun/size.hpp>
#include <boost/random/chi_squared_distribution.hpp>
#include <boost/random/variate_generator.hpp>
 
namespace stan {
namespace math {
 
template <typename T_deg, class RNG>
inline typename VectorBuilder<true, double, T_deg>::type inv_chi_square_rng(
    const T_deg& nu, RNG& rng) {
  using boost::variate_generator;
  using boost::random::chi_squared_distribution;
  using T_nu_ref = ref_type_t<T_deg>;
  static constexpr const char* function = "inv_chi_square_rng";
  T_nu_ref nu_ref = nu;
  check_positive_finite(function, "Degrees of freedom parameter", nu_ref);
 
  scalar_seq_view<T_nu_ref> nu_vec(nu_ref);
  size_t N = stan::math::size(nu);
  VectorBuilder<true, double, T_deg> output(N);
 
  for (size_t n = 0; n < N; ++n) {
    variate_generator<RNG&, chi_squared_distribution<> > chi_square_rng(
        rng, chi_squared_distribution<>(nu_vec[n]));
    output[n] = 1 / chi_square_rng();
  }
 
  return output.data();
}
 
}  // namespace math
}  // namespace stan
#endif