beta_binomial_lpmf() [1/3]

template<bool propto, typename T_n_cl , typename T_N_cl , typename T_size1_cl , typename T_size2_cl , require_all_prim_or_rev_kernel_expression_t< T_n_cl, T_size1_cl, T_size2_cl > * = nullptr, require_any_not_stan_scalar_t< T_n_cl, T_size1_cl, T_size2_cl > * = nullptr>

return_type_t< T_n_cl, T_size1_cl, T_size2_cl > stan::math::beta_binomial_lpmf ( const T_n_cl &  n, const T_N_cl  N, const T_size1_cl &  alpha, const T_size2_cl &  beta  )

inline

Returns the log PMF of the Beta-Binomial distribution with given population size, prior success, and prior failure parameters.

Given containers of matching sizes, returns the log sum of probabilities.

Template Parameters

T_n	type of success parameter
T_N	type of population size parameter
T_size1	type of prior success parameter
T_size2	type of prior failure parameter

Parameters

n	success parameter
N	population size parameter
alpha	prior success parameter
beta	prior failure parameter

Returns

log probability or log sum of probabilities

Exceptions

std::domain_error	if N, alpha, or beta fails to be positive
std::invalid_argument	if container sizes mismatch

Definition at line 43 of file beta_binomial_lpmf.hpp.