Stan Math Library  2.15.0
reverse mode automatic differentiation
exponential_lccdf.hpp
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1 #ifndef STAN_MATH_PRIM_SCAL_PROB_EXPONENTIAL_LCCDF_HPP
2 #define STAN_MATH_PRIM_SCAL_PROB_EXPONENTIAL_LCCDF_HPP
3 
4 #include <boost/random/exponential_distribution.hpp>
5 #include <boost/random/variate_generator.hpp>
20 
21 namespace stan {
22  namespace math {
23 
24  template <typename T_y, typename T_inv_scale>
26  exponential_lccdf(const T_y& y, const T_inv_scale& beta) {
28  T_partials_return;
29 
30  static const char* function("exponential_lccdf");
31 
32  using boost::math::tools::promote_args;
33 
34  T_partials_return ccdf_log(0.0);
35  if (!(stan::length(y)
36  && stan::length(beta)))
37  return ccdf_log;
38 
39  check_not_nan(function, "Random variable", y);
40  check_nonnegative(function, "Random variable", y);
41  check_positive_finite(function, "Inverse scale parameter", beta);
42 
44  operands_and_partials(y, beta);
45 
48  size_t N = max_size(y, beta);
49  for (size_t n = 0; n < N; n++) {
50  const T_partials_return beta_dbl = value_of(beta_vec[n]);
51  const T_partials_return y_dbl = value_of(y_vec[n]);
52  ccdf_log += -beta_dbl * y_dbl;
53 
55  operands_and_partials.d_x1[n] -= beta_dbl;
57  operands_and_partials.d_x2[n] -= y_dbl;
58  }
59  return operands_and_partials.value(ccdf_log);
60  }
61 
62  }
63 }
64 #endif
VectorView< T_return_type, false, true > d_x2
T value_of(const fvar< T > &v)
Return the value of the specified variable.
Definition: value_of.hpp:16
T_return_type value(double value)
Returns a T_return_type with the value specified with the partial derivatves.
scalar_seq_view provides a uniform sequence-like wrapper around either a scalar or a sequence of scal...
size_t length(const std::vector< T > &x)
Definition: length.hpp:10
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
Definition: return_type.hpp:27
Metaprogram to determine if a type has a base scalar type that can be assigned to type double...
void check_positive_finite(const char *function, const char *name, const T_y &y)
Check if y is positive and finite.
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.
size_t max_size(const T1 &x1, const T2 &x2)
Definition: max_size.hpp:9
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
return_type< T_y, T_inv_scale >::type exponential_lccdf(const T_y &y, const T_inv_scale &beta)

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