stan::math::laplace_likelihood Namespace Reference

Detailed Description

functions to compute the log density, first, second, and third-order derivatives for a likelihoood specified by the user.

Namespaces
namespace	internal

Functions
template<typename F , typename Theta , typename TupleArgs , typename Stream , require_eigen_vector_t< Theta > * = nullptr, require_tuple_t< TupleArgs > * = nullptr>
auto	log_likelihood (F &&f, Theta &&theta, TupleArgs &&ll_tup, Stream *msgs)
	A wrapper that accepts a tuple as arguments.
template<typename F , typename Theta , typename TupleArgs , typename Stream , require_eigen_vector_t< Theta > * = nullptr, require_tuple_t< TupleArgs > * = nullptr>
auto	diff (F &&f, Theta &&theta, const Eigen::Index hessian_block_size, TupleArgs &&ll_tuple, Stream *msgs)
	A wrapper that accepts a tuple as arguments.
template<typename F , typename Theta , typename TupleArgs , typename Stream , require_eigen_vector_t< Theta > * = nullptr, require_tuple_t< TupleArgs > * = nullptr>
Eigen::VectorXd	third_diff (F &&f, Theta &&theta, TupleArgs &&ll_args, Stream *msgs)
	A wrapper that accepts a tuple as arguments.
template<typename F , typename Theta , typename AMat , typename TupleArgs , typename Stream , require_eigen_vector_t< Theta > * = nullptr, require_tuple_t< TupleArgs > * = nullptr>
auto	compute_s2 (F &&f, Theta &&theta, AMat &&A, int hessian_block_size, TupleArgs &&ll_args, Stream *msgs)
	A wrapper that accepts a tuple as arguments.
template<typename F , typename V_t , typename Theta , typename TupleArgs , typename Stream , require_tuple_t< TupleArgs > * = nullptr, require_eigen_vector_t< Theta > * = nullptr>
auto	diff_eta_implicit (F &&f, V_t &&v, Theta &&theta, TupleArgs &&ll_args, Stream *msgs)
	A wrapper that accepts a tuple as arguments.