laplace_marginal_neg_binomial_2_log_lpmf.hpp File Reference

#include <stan/math/mix/functor/laplace_likelihood.hpp>
#include <stan/math/mix/functor/laplace_marginal_density.hpp>
#include <stan/math/rev/core/operator_addition.hpp>
#include <stan/math/rev/core/operator_multiplication.hpp>
#include <stan/math/rev/core/operator_subtraction.hpp>
#include <stan/math/rev/fun/dot_product.hpp>
#include <stan/math/rev/fun/elt_multiply.hpp>
#include <stan/math/rev/fun/lgamma.hpp>
#include <stan/math/rev/fun/log.hpp>
#include <stan/math/rev/fun/exp.hpp>
#include <stan/math/rev/fun/multiply.hpp>
#include <stan/math/rev/fun/sum.hpp>
#include <stan/math/fwd/fun/exp.hpp>
#include <stan/math/fwd/fun/lgamma.hpp>
#include <stan/math/fwd/fun/log.hpp>
#include <stan/math/fwd/fun/sum.hpp>
#include <stan/math/prim/fun/binomial_coefficient_log.hpp>

Go to the source code of this file.

Classes
struct	stan::math::neg_binomial_2_log_likelihood
struct	stan::math::neg_binomial_2_log_likelihood_summary

Namespaces
namespace	stan
	The lgamma implementation in stan-math is based on either the reentrant safe lgamma_r implementation from C or the boost::math::lgamma implementation.
namespace	stan::math
	Matrices and templated mathematical functions.

Functions
template<bool propto = false, typename Eta , typename ThetaVec , typename Mean , typename CovarFun , typename CovarArgs , require_eigen_vector_t< ThetaVec > * = nullptr>
auto	stan::math::laplace_marginal_tol_neg_binomial_2_log_lpmf (const std::vector< int > &y, const std::vector< int > &y_index, const Eta &eta, Mean &&mean, CovarFun &&covariance_function, CovarArgs &&covar_args, const ThetaVec &theta_0, double tolerance, int max_num_steps, const int hessian_block_size, const int solver, const int max_steps_line_search, std::ostream *msgs)
	Wrapper function around the laplace_marginal function for a negative binomial likelihood.
template<bool propto = false, typename Eta , typename Mean , typename CovarFun , typename CovarArgs >
auto	stan::math::laplace_marginal_neg_binomial_2_log_lpmf (const std::vector< int > &y, const std::vector< int > &y_index, const Eta &eta, Mean &&mean, CovarFun &&covariance_function, CovarArgs &&covar_args, std::ostream *msgs)
	Wrapper function around the laplace_marginal function for a negative binomial likelihood.
template<bool propto = false, typename Eta , typename ThetaVec , typename Mean , typename CovarFun , typename CovarArgs , require_eigen_vector_t< ThetaVec > * = nullptr>
auto	stan::math::laplace_marginal_tol_neg_binomial_2_log_summary_lpmf (const std::vector< int > &y, const std::vector< int > &n_per_group, const std::vector< int > &counts_per_group, const Eta &eta, Mean &&mean, CovarFun &&covariance_function, CovarArgs &&covar_args, const ThetaVec &theta_0, double tolerance, int max_num_steps, const int hessian_block_size, const int solver, const int max_steps_line_search, std::ostream *msgs)
	Wrapper function around the laplace_marginal function for a negative binomial likelihood.
template<bool propto = false, typename Eta , typename Mean , typename CovarFun , typename CovarArgs >
auto	stan::math::laplace_marginal_neg_binomial_2_log_summary_lpmf (const std::vector< int > &y, const std::vector< int > &n_per_group, const std::vector< int > &counts_per_group, const Eta &eta, Mean &&mean, CovarFun &&covariance_function, CovarArgs &&covar_args, std::ostream *msgs)
	Wrapper function around the laplace_marginal function for a negative binomial likelihood.