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// Copyright John Maddock 2006. // Copyright Paul A. Bristow 2006. // Use, modification and distribution are subject to the // Boost Software License, Version 1.0. (See accompanying file // LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) // TODO deal with infinity as special better - or remove. // #ifndef BOOST_STATS_UNIFORM_HPP #define BOOST_STATS_UNIFORM_HPP // http://www.itl.nist.gov/div898/handbook/eda/section3/eda3668.htm // http://mathworld.wolfram.com/UniformDistribution.html // http://documents.wolfram.com/calculationcenter/v2/Functions/ListsMatrices/Statistics/UniformDistribution.html // http://en.wikipedia.org/wiki/Uniform_distribution_%28continuous%29 #include
#include
#include
#include
namespace boost{ namespace math { namespace detail { template
inline bool check_uniform_lower( const char* function, RealType lower, RealType* result, const Policy& pol) { if((boost::math::isfinite)(lower)) { // any finite value is OK. return true; } else { // Not finite. *result = policies::raise_domain_error
( function, "Lower parameter is %1%, but must be finite!", lower, pol); return false; } } // bool check_uniform_lower( template
inline bool check_uniform_upper( const char* function, RealType upper, RealType* result, const Policy& pol) { if((boost::math::isfinite)(upper)) { // Any finite value is OK. return true; } else { // Not finite. *result = policies::raise_domain_error
( function, "Upper parameter is %1%, but must be finite!", upper, pol); return false; } } // bool check_uniform_upper( template
inline bool check_uniform_x( const char* function, RealType const& x, RealType* result, const Policy& pol) { if((boost::math::isfinite)(x)) { // Any finite value is OK return true; } else { // Not finite.. *result = policies::raise_domain_error
( function, "x parameter is %1%, but must be finite!", x, pol); return false; } } // bool check_uniform_x template
inline bool check_uniform( const char* function, RealType lower, RealType upper, RealType* result, const Policy& pol) { if(check_uniform_lower(function, lower, result, pol) && check_uniform_upper(function, upper, result, pol) && (lower < upper)) // If lower == upper then 1 / (upper-lower) = 1/0 = +infinity! { return true; } else { // upper and lower have been checked before, so must be lower >= upper. *result = policies::raise_domain_error
( function, "lower parameter is %1%, but must be less than upper!", lower, pol); return false; } } // bool check_uniform( } // namespace detail template
> class uniform_distribution { public: typedef RealType value_type; typedef Policy policy_type; uniform_distribution(RealType lower = 0, RealType upper = 1) // Constructor. : m_lower(lower), m_upper(upper) // Default is standard uniform distribution. { RealType result; detail::check_uniform("boost::math::uniform_distribution<%1%>::uniform_distribution", lower, upper, &result, Policy()); } // Accessor functions. RealType lower()const { return m_lower; } RealType upper()const { return m_upper; } private: // Data members: RealType m_lower; // distribution lower aka a. RealType m_upper; // distribution upper aka b. }; // class uniform_distribution typedef uniform_distribution
uniform; template
inline const std::pair
range(const uniform_distribution
& /* dist */) { // Range of permissible values for random variable x. using boost::math::tools::max_value; return std::pair
(-max_value
(), max_value
()); // - to + infinity } template
inline const std::pair
support(const uniform_distribution
& dist) { // Range of supported values for random variable x. // This is range where cdf rises from 0 to 1, and outside it, the pdf is zero. using boost::math::tools::max_value; return std::pair
(dist.lower(), dist.upper()); } template
inline RealType pdf(const uniform_distribution
& dist, const RealType& x) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::pdf(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) { return result; } if(false == detail::check_uniform_x("boost::math::pdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) { return result; } if((x < lower) || (x > upper) ) { return 0; } else { return 1 / (upper - lower); } } // RealType pdf(const uniform_distribution
& dist, const RealType& x) template
inline RealType cdf(const uniform_distribution
& dist, const RealType& x) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::cdf(const uniform_distribution<%1%>&, %1%)",lower, upper, &result, Policy())) { return result; } if(false == detail::check_uniform_x("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) { return result; } if (x < lower) { return 0; } if (x > upper) { return 1; } return (x - lower) / (upper - lower); // lower <= x <= upper } // RealType cdf(const uniform_distribution
& dist, const RealType& x) template
inline RealType quantile(const uniform_distribution
& dist, const RealType& p) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks if(false == detail::check_uniform("boost::math::quantile(const uniform_distribution<%1%>&, %1%)",lower, upper, &result, Policy())) { return result; } if(false == detail::check_probability("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", p, &result, Policy())) { return result; } if(p == 0) { return lower; } if(p == 1) { return upper; } return p * (upper - lower) + lower; } // RealType quantile(const uniform_distribution
& dist, const RealType& p) template
inline RealType cdf(const complemented2_type
, RealType>& c) { RealType lower = c.dist.lower(); RealType upper = c.dist.upper(); RealType x = c.param; RealType result; // of checks. if(false == detail::check_uniform("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) { return result; } if(false == detail::check_uniform_x("boost::math::cdf(const uniform_distribution<%1%>&, %1%)", x, &result, Policy())) { return result; } if (x < lower) { return 0; } if (x > upper) { return 1; } return (upper - x) / (upper - lower); } // RealType cdf(const complemented2_type
, RealType>& c) template
inline RealType quantile(const complemented2_type
, RealType>& c) { RealType lower = c.dist.lower(); RealType upper = c.dist.upper(); RealType q = c.param; RealType result; // of checks. if(false == detail::check_uniform("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", lower, upper, &result, Policy())) { return result; } if(false == detail::check_probability("boost::math::quantile(const uniform_distribution<%1%>&, %1%)", q, &result, Policy())) if(q == 0) { return lower; } if(q == 1) { return upper; } return -q * (upper - lower) + upper; } // RealType quantile(const complemented2_type
, RealType>& c) template
inline RealType mean(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::mean(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) { return result; } return (lower + upper ) / 2; } // RealType mean(const uniform_distribution
& dist) template
inline RealType variance(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::variance(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) { return result; } return (upper - lower) * ( upper - lower) / 12; // for standard uniform = 0.833333333333333333333333333333333333333333; } // RealType variance(const uniform_distribution
& dist) template
inline RealType mode(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::mode(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) { return result; } result = lower; // Any value [lower, upper] but arbitrarily choose lower. return result; } template
inline RealType median(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::median(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) { return result; } return (lower + upper) / 2; // } template
inline RealType skewness(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::skewness(const uniform_distribution<%1%>&)",lower, upper, &result, Policy())) { return result; } return 0; } // RealType skewness(const uniform_distribution
& dist) template
inline RealType kurtosis_excess(const uniform_distribution
& dist) { RealType lower = dist.lower(); RealType upper = dist.upper(); RealType result; // of checks. if(false == detail::check_uniform("boost::math::kurtosis_execess(const uniform_distribution<%1%>&)", lower, upper, &result, Policy())) { return result; } return static_cast
(-6)/5; // -6/5 = -1.2; } // RealType kurtosis_excess(const uniform_distribution
& dist) template
inline RealType kurtosis(const uniform_distribution
& dist) { return kurtosis_excess(dist) + 3; } } // namespace math } // namespace boost // This include must be at the end, *after* the accessors // for this distribution have been defined, in order to // keep compilers that support two-phase lookup happy. #include
#endif // BOOST_STATS_UNIFORM_HPP
uniform.hpp
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