bernoulli_logit_rng.hpp

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#ifndef STAN_MATH_PRIM_PROB_BERNOULLI_LOGIT_RNG_HPP
#define STAN_MATH_PRIM_PROB_BERNOULLI_LOGIT_RNG_HPP
 
#include <stan/math/prim/meta.hpp>
#include <stan/math/prim/err.hpp>
#include <stan/math/prim/fun/inv_logit.hpp>
#include <stan/math/prim/fun/scalar_seq_view.hpp>
#include <stan/math/prim/fun/size.hpp>
#include <boost/random/bernoulli_distribution.hpp>
#include <boost/random/variate_generator.hpp>
 
namespace stan {
namespace math {
 
template <typename T_t, class RNG>
inline typename VectorBuilder<true, int, T_t>::type bernoulli_logit_rng(
    const T_t& t, RNG& rng) {
  using boost::bernoulli_distribution;
  using boost::variate_generator;
  ref_type_t<T_t> t_ref = t;
  check_finite("bernoulli_logit_rng", "Logit transformed probability parameter",
               t_ref);
 
  scalar_seq_view<T_t> t_vec(t_ref);
  size_t N = stan::math::size(t);
  VectorBuilder<true, int, T_t> output(N);
 
  for (size_t n = 0; n < N; ++n) {
    variate_generator<RNG&, bernoulli_distribution<> > bernoulli_rng(
        rng, bernoulli_distribution<>(inv_logit(t_vec[n])));
    output[n] = bernoulli_rng();
  }
 
  return output.data();
}
 
}  // namespace math
}  // namespace stan
#endif