1 #ifndef STAN_MATH_PRIM_SCAL_PROB_BERNOULLI_LCDF_HPP 2 #define STAN_MATH_PRIM_SCAL_PROB_BERNOULLI_LCDF_HPP 16 #include <boost/random/bernoulli_distribution.hpp> 17 #include <boost/random/variate_generator.hpp> 23 template <
typename T_n,
typename T_prob>
26 static const char*
function(
"bernoulli_lcdf");
33 T_partials_return P(0.0);
36 check_bounded(
function,
"Probability parameter", theta, 0.0, 1.0);
39 "Probability parameter", theta);
55 for (
size_t i = 0; i <
size; i++) {
61 const T_partials_return Pi = 1 -
value_of(theta_vec[i]);
66 operands_and_partials.
d_x1[i] -= 1 / Pi;
69 return operands_and_partials.
value(P);
void check_finite(const char *function, const char *name, const T_y &y)
Check if y is finite.
void check_bounded(const char *function, const char *name, const T_y &y, const T_low &low, const T_high &high)
Check if the value is between the low and high values, inclusively.
T value_of(const fvar< T > &v)
Return the value of the specified variable.
fvar< T > log(const fvar< T > &x)
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)
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...
This class builds partial derivatives with respect to a set of operands.
size_t max_size(const T1 &x1, const T2 &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
return_type< T_prob >::type bernoulli_lcdf(const T_n &n, const T_prob &theta)
VectorView< T_return_type, false, true > d_x1
double negative_infinity()
Return negative infinity.