1 #ifndef STAN_MATH_PRIM_SCAL_PROB_POISSON_LOG_HPP 2 #define STAN_MATH_PRIM_SCAL_PROB_POISSON_LOG_HPP 19 #include <boost/random/poisson_distribution.hpp> 20 #include <boost/random/variate_generator.hpp> 27 template <
bool propto,
typename T_n,
typename T_rate>
33 static const char*
function(
"poisson_log");
39 T_partials_return logp(0.0);
46 "Rate parameter", lambda);
55 for (
size_t i = 0; i <
size; i++)
58 for (
size_t i = 0; i <
size; i++)
59 if (lambda_vec[i] == 0 && n_vec[i] != 0)
64 for (
size_t i = 0; i <
size; i++) {
65 if (!(lambda_vec[i] == 0 && n_vec[i] == 0)) {
67 logp -=
lgamma(n_vec[i] + 1.0);
74 operands_and_partials.
d_x1[i]
75 += n_vec[i] /
value_of(lambda_vec[i]) - 1.0;
77 return operands_and_partials.
value(logp);
80 template <
typename T_n,
85 return poisson_log<false>(n, lambda);
fvar< T > lgamma(const fvar< T > &x)
Return the natural logarithm of the gamma function applied to the specified argument.
T value_of(const fvar< T > &v)
Return the value of the specified variable.
T_return_type value(double value)
Returns a T_return_type with the value specified with the partial derivatves.
size_t length(const std::vector< T > &x)
Template metaprogram to calculate whether a summand needs to be included in a proportional (log) prob...
void check_nonnegative(const char *function, const char *name, const T_y &y)
Check if y is non-negative.
boost::math::tools::promote_args< typename scalar_type< T1 >::type, typename scalar_type< T2 >::type, typename scalar_type< T3 >::type, typename scalar_type< T4 >::type, typename scalar_type< T5 >::type, typename scalar_type< T6 >::type >::type type
Metaprogram to determine if a type has a base scalar type that can be assigned to type double...
void check_not_nan(const char *function, const char *name, const T_y &y)
Check if y is not NaN.
This class builds partial derivatives with respect to a set of operands.
return_type< T_rate >::type poisson_log(const T_n &n, const T_rate &lambda)
size_t max_size(const T1 &x1, const T2 &x2)
int is_inf(const fvar< T > &x)
Returns 1 if the input's value is infinite and 0 otherwise.
fvar< T > multiply_log(const fvar< T > &x1, const fvar< T > &x2)
int size(const std::vector< T > &x)
Return the size of the specified standard vector.
VectorView is a template expression that is constructed with a container or scalar, which it then allows to be used as an array using operator[].
void check_consistent_sizes(const char *function, const char *name1, const T1 &x1, const char *name2, const T2 &x2)
Check if the dimension of x1 is consistent with x2.
boost::math::tools::promote_args< typename partials_type< typename scalar_type< T1 >::type >::type, typename partials_type< typename scalar_type< T2 >::type >::type, typename partials_type< typename scalar_type< T3 >::type >::type, typename partials_type< typename scalar_type< T4 >::type >::type, typename partials_type< typename scalar_type< T5 >::type >::type, typename partials_type< typename scalar_type< T6 >::type >::type >::type type
VectorView< T_return_type, false, true > d_x1