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-// Copyright Thijs van den Berg, 2008.
-// Copyright John Maddock 2008.
-// Copyright Paul A. Bristow 2008, 2014.
-
-// 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)
-
-// This module implements the Laplace distribution.
-// Weisstein, Eric W. "Laplace Distribution." From MathWorld--A Wolfram Web Resource.
-// http://mathworld.wolfram.com/LaplaceDistribution.html
-// http://en.wikipedia.org/wiki/Laplace_distribution
-//
-// Abramowitz and Stegun 1972, p 930
-// http://www.math.sfu.ca/~cbm/aands/page_930.htm
-
-#ifndef BOOST_STATS_LAPLACE_HPP
-#define BOOST_STATS_LAPLACE_HPP
-
-#include <boost/math/distributions/detail/common_error_handling.hpp>
-#include <boost/math/distributions/complement.hpp>
-#include <boost/math/constants/constants.hpp>
-#include <limits>
-
-namespace boost{ namespace math{
-
-#ifdef BOOST_MSVC
-# pragma warning(push)
-# pragma warning(disable:4127) // conditional expression is constant
-#endif
-
-template <class RealType = double, class Policy = policies::policy<> >
-class laplace_distribution
-{
-public:
- // ----------------------------------
- // public Types
- // ----------------------------------
- typedef RealType value_type;
- typedef Policy policy_type;
-
- // ----------------------------------
- // Constructor(s)
- // ----------------------------------
- laplace_distribution(RealType l_location = 0, RealType l_scale = 1)
- : m_location(l_location), m_scale(l_scale)
- {
- RealType result;
- check_parameters("boost::math::laplace_distribution<%1%>::laplace_distribution()", &result);
- }
-
-
- // ----------------------------------
- // Public functions
- // ----------------------------------
-
- RealType location() const
- {
- return m_location;
- }
-
- RealType scale() const
- {
- return m_scale;
- }
-
- bool check_parameters(const char* function, RealType* result) const
- {
- if(false == detail::check_scale(function, m_scale, result, Policy())) return false;
- if(false == detail::check_location(function, m_location, result, Policy())) return false;
- return true;
- }
-
-private:
- RealType m_location;
- RealType m_scale;
-}; // class laplace_distribution
-
-//
-// Convenient type synonym for double.
-typedef laplace_distribution<double> laplace;
-
-//
-// Non-member functions.
-template <class RealType, class Policy>
-inline const std::pair<RealType, RealType> range(const laplace_distribution<RealType, Policy>&)
-{
- if (std::numeric_limits<RealType>::has_infinity)
- { // Can use infinity.
- return std::pair<RealType, RealType>(-std::numeric_limits<RealType>::infinity(), std::numeric_limits<RealType>::infinity()); // - to + infinity.
- }
- else
- { // Can only use max_value.
- using boost::math::tools::max_value;
- return std::pair<RealType, RealType>(-max_value<RealType>(), max_value<RealType>()); // - to + max value.
- }
-
-}
-
-template <class RealType, class Policy>
-inline const std::pair<RealType, RealType> support(const laplace_distribution<RealType, Policy>&)
-{
- if (std::numeric_limits<RealType>::has_infinity)
- { // Can Use infinity.
- return std::pair<RealType, RealType>(-std::numeric_limits<RealType>::infinity(), std::numeric_limits<RealType>::infinity()); // - to + infinity.
- }
- else
- { // Can only use max_value.
- using boost::math::tools::max_value;
- return std::pair<RealType, RealType>(-max_value<RealType>(), max_value<RealType>()); // - to + max value.
- }
-}
-
-template <class RealType, class Policy>
-inline RealType pdf(const laplace_distribution<RealType, Policy>& dist, const RealType& x)
-{
- BOOST_MATH_STD_USING // for ADL of std functions
-
- // Checking function argument
- RealType result = 0;
- const char* function = "boost::math::pdf(const laplace_distribution<%1%>&, %1%))";
-
- // Check scale and location.
- if (false == dist.check_parameters(function, &result)) return result;
- // Special pdf values.
- if((boost::math::isinf)(x))
- {
- return 0; // pdf + and - infinity is zero.
- }
- if (false == detail::check_x(function, x, &result, Policy())) return result;
-
- // General case
- RealType scale( dist.scale() );
- RealType location( dist.location() );
-
- RealType exponent = x - location;
- if (exponent>0) exponent = -exponent;
- exponent /= scale;
-
- result = exp(exponent);
- result /= 2 * scale;
-
- return result;
-} // pdf
-
-template <class RealType, class Policy>
-inline RealType cdf(const laplace_distribution<RealType, Policy>& dist, const RealType& x)
-{
- BOOST_MATH_STD_USING // For ADL of std functions.
-
- RealType result = 0;
- // Checking function argument.
- const char* function = "boost::math::cdf(const laplace_distribution<%1%>&, %1%)";
- // Check scale and location.
- if (false == dist.check_parameters(function, &result)) return result;
-
- // Special cdf values:
- if((boost::math::isinf)(x))
- {
- if(x < 0) return 0; // -infinity.
- return 1; // + infinity.
- }
- if (false == detail::check_x(function, x, &result, Policy())) return result;
-
- // General cdf values
- RealType scale( dist.scale() );
- RealType location( dist.location() );
-
- if (x < location)
- {
- result = exp( (x-location)/scale )/2;
- }
- else
- {
- result = 1 - exp( (location-x)/scale )/2;
- }
- return result;
-} // cdf
-
-
-template <class RealType, class Policy>
-inline RealType quantile(const laplace_distribution<RealType, Policy>& dist, const RealType& p)
-{
- BOOST_MATH_STD_USING // for ADL of std functions.
-
- // Checking function argument
- RealType result = 0;
- const char* function = "boost::math::quantile(const laplace_distribution<%1%>&, %1%)";
- if (false == dist.check_parameters(function, &result)) return result;
- if(false == detail::check_probability(function, p, &result, Policy())) return result;
-
- // Extreme values of p:
- if(p == 0)
- {
- result = policies::raise_overflow_error<RealType>(function,
- "probability parameter is 0, but must be > 0!", Policy());
- return -result; // -std::numeric_limits<RealType>::infinity();
- }
-
- if(p == 1)
- {
- result = policies::raise_overflow_error<RealType>(function,
- "probability parameter is 1, but must be < 1!", Policy());
- return result; // std::numeric_limits<RealType>::infinity();
- }
- // Calculate Quantile
- RealType scale( dist.scale() );
- RealType location( dist.location() );
-
- if (p - 0.5 < 0.0)
- result = location + scale*log( static_cast<RealType>(p*2) );
- else
- result = location - scale*log( static_cast<RealType>(-p*2 + 2) );
-
- return result;
-} // quantile
-
-
-template <class RealType, class Policy>
-inline RealType cdf(const complemented2_type<laplace_distribution<RealType, Policy>, RealType>& c)
-{
- // Calculate complement of cdf.
- BOOST_MATH_STD_USING // for ADL of std functions
-
- RealType scale = c.dist.scale();
- RealType location = c.dist.location();
- RealType x = c.param;
- RealType result = 0;
-
- // Checking function argument.
- const char* function = "boost::math::cdf(const complemented2_type<laplace_distribution<%1%>, %1%>&)";
-
- // Check scale and location.
- //if(false == detail::check_scale(function, scale, result, Policy())) return false;
- //if(false == detail::check_location(function, location, result, Policy())) return false;
- if (false == c.dist.check_parameters(function, &result)) return result;
-
- // Special cdf values.
- if((boost::math::isinf)(x))
- {
- if(x < 0) return 1; // cdf complement -infinity is unity.
- return 0; // cdf complement +infinity is zero.
- }
- if(false == detail::check_x(function, x, &result, Policy()))return result;
-
- // Cdf interval value.
- if (-x < -location)
- {
- result = exp( (-x+location)/scale )/2;
- }
- else
- {
- result = 1 - exp( (-location+x)/scale )/2;
- }
- return result;
-} // cdf complement
-
-
-template <class RealType, class Policy>
-inline RealType quantile(const complemented2_type<laplace_distribution<RealType, Policy>, RealType>& c)
-{
- BOOST_MATH_STD_USING // for ADL of std functions.
-
- // Calculate quantile.
- RealType scale = c.dist.scale();
- RealType location = c.dist.location();
- RealType q = c.param;
- RealType result = 0;
-
- // Checking function argument.
- const char* function = "quantile(const complemented2_type<laplace_distribution<%1%>, %1%>&)";
- if (false == c.dist.check_parameters(function, &result)) return result;
-
- // Extreme values.
- if(q == 0)
- {
- return std::numeric_limits<RealType>::infinity();
- }
- if(q == 1)
- {
- return -std::numeric_limits<RealType>::infinity();
- }
- if(false == detail::check_probability(function, q, &result, Policy())) return result;
-
- if (0.5 - q < 0.0)
- result = location + scale*log( static_cast<RealType>(-q*2 + 2) );
- else
- result = location - scale*log( static_cast<RealType>(q*2) );
-
-
- return result;
-} // quantile
-
-template <class RealType, class Policy>
-inline RealType mean(const laplace_distribution<RealType, Policy>& dist)
-{
- return dist.location();
-}
-
-template <class RealType, class Policy>
-inline RealType standard_deviation(const laplace_distribution<RealType, Policy>& dist)
-{
- return constants::root_two<RealType>() * dist.scale();
-}
-
-template <class RealType, class Policy>
-inline RealType mode(const laplace_distribution<RealType, Policy>& dist)
-{
- return dist.location();
-}
-
-template <class RealType, class Policy>
-inline RealType median(const laplace_distribution<RealType, Policy>& dist)
-{
- return dist.location();
-}
-
-template <class RealType, class Policy>
-inline RealType skewness(const laplace_distribution<RealType, Policy>& /*dist*/)
-{
- return 0;
-}
-
-template <class RealType, class Policy>
-inline RealType kurtosis(const laplace_distribution<RealType, Policy>& /*dist*/)
-{
- return 6;
-}
-
-template <class RealType, class Policy>
-inline RealType kurtosis_excess(const laplace_distribution<RealType, Policy>& /*dist*/)
-{
- return 3;
-}
-
-#ifdef BOOST_MSVC
-# pragma warning(pop)
-#endif
-
-} // 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 <boost/math/distributions/detail/derived_accessors.hpp>
-
-#endif // BOOST_STATS_LAPLACE_HPP
-
-