binomial_logit_lpmf() [1/3]

template<bool propto, typename T_n_cl , typename T_N_cl , typename T_prob_cl , require_all_prim_or_rev_kernel_expression_t< T_n_cl, T_N_cl, T_prob_cl > * = nullptr, require_any_nonscalar_prim_or_rev_kernel_expression_t< T_n_cl, T_N_cl, T_prob_cl > * = nullptr>

return_type_t< T_prob_cl > stan::math::binomial_logit_lpmf ( const T_n_cl &  n, const T_N_cl  N, const T_prob_cl &  alpha  )

inline

Binomial log PMF in logit parametrization.

Binomial(n|n, inv_logit(alpha))

If given vectors of matching lengths, returns the log sum of probabilities.

Parameters

n	successes variable
N	population size parameter
alpha	logit transformed probability parameter

Returns

log probability or log sum of probabilities

Exceptions

std::domain_error	if N is negative or probability parameter is invalid
std::invalid_argument	if vector sizes do not match

Definition at line 34 of file binomial_logit_lpmf.hpp.