neg_binomial_2_log_lpmf() [1/3]

template<bool propto, typename T_n_cl , typename T_log_location_cl , typename T_precision_cl , require_all_prim_or_rev_kernel_expression_t< T_n_cl, T_log_location_cl, T_precision_cl > * = nullptr, require_any_not_stan_scalar_t< T_n_cl, T_log_location_cl, T_precision_cl > * = nullptr>

return_type_t< T_n_cl, T_log_location_cl, T_precision_cl > stan::math::neg_binomial_2_log_lpmf ( const T_n_cl &  n, const T_log_location_cl &  eta, const T_precision_cl &  phi  )

inline

The log of the log transformed negative binomial density for the specified scalars given the specified mean(s) and deviation(s).

n, eta, or phi can each be either a scalar or a vector matrix_cl. Any vector inputs must be the same length.

The result log probability is defined to be the sum of the log probabilities for each observation/mean/deviation triple.

Template Parameters

T_n_cl	type of scalar
T_log_location_cl	type of location parameter
T_precision_cl	type of precision parameter

Parameters

n	(Sequence of) scalar(s).
eta	(Sequence of) location parameter(s)
phi	(Sequence of) precision parameters

Returns

The log of the product of the densities.

Exceptions

std::domain_error

if the scale is not positive.

Definition at line 43 of file neg_binomial_2_log_lpmf.hpp.