[rand.dist.norm.f]

git-svn-id: https://llvm.org/svn/llvm-project/libcxx/trunk@104035 91177308-0d34-0410-b5e6-96231b3b80d8
This commit is contained in:
Howard Hinnant 2010-05-18 17:32:30 +00:00
parent ed9b2aa21d
commit d8bc09b616
23 changed files with 946 additions and 55 deletions

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@ -264,7 +264,7 @@ namespace chrono
template <class _Rep, class _Period = ratio<1> > class duration;
template <class T>
template <class _Tp>
struct __is_duration : false_type {};
template <class _Rep, class _Period>

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@ -57,13 +57,13 @@ struct nullptr_t
_LIBCPP_ALWAYS_INLINE operator int __nat::*() const {return 0;}
template <class T>
template <class _Tp>
_LIBCPP_ALWAYS_INLINE
operator T* () const {return 0;}
operator _Tp* () const {return 0;}
template <class T, class U>
template <class _Tp, class _Up>
_LIBCPP_ALWAYS_INLINE
operator T U::* () const {return 0;}
operator _Tp _Up::* () const {return 0;}
friend _LIBCPP_ALWAYS_INLINE bool operator==(nullptr_t, nullptr_t) {return true;}
friend _LIBCPP_ALWAYS_INLINE bool operator!=(nullptr_t, nullptr_t) {return false;}

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@ -1296,7 +1296,62 @@ public:
};
template<class RealType = double>
class fisher_f_distribution;
class fisher_f_distribution
{
public:
// types
typedef RealType result_type;
class param_type
{
public:
typedef result_type distribution_type;
explicit param_type(result_type m = 1, result_type n = 1);
result_type m() const;
result_type n() const;
friend bool operator==(const param_type& x, const param_type& y);
friend bool operator!=(const param_type& x, const param_type& y);
};
// constructor and reset functions
explicit fisher_f_distribution(result_type m = 1, result_type n = 1);
explicit fisher_f_distribution(const param_type& parm);
void reset();
// generating functions
template<class URNG> result_type operator()(URNG& g);
template<class URNG> result_type operator()(URNG& g, const param_type& parm);
// property functions
result_type m() const;
result_type n() const;
param_type param() const;
void param(const param_type& parm);
result_type min() const;
result_type max() const;
friend bool operator==(const fisher_f_distribution& x,
const fisher_f_distribution& y);
friend bool operator!=(const fisher_f_distribution& x,
const fisher_f_distribution& y);
template <class charT, class traits>
friend
basic_ostream<charT, traits>&
operator<<(basic_ostream<charT, traits>& os,
const fisher_f_distribution& x);
template <class charT, class traits>
friend
basic_istream<charT, traits>&
operator>>(basic_istream<charT, traits>& is,
fisher_f_distribution& x);
};
template<class RealType = double>
class student_t_distribution;
@ -4921,18 +4976,6 @@ public:
friend bool operator!=(const cauchy_distribution& __x,
const cauchy_distribution& __y)
{return !(__x == __y);}
template <class _CharT, class _Traits, class _RT>
friend
basic_ostream<_CharT, _Traits>&
operator<<(basic_ostream<_CharT, _Traits>& __os,
const cauchy_distribution<_RT>& __x);
template <class _CharT, class _Traits, class _RT>
friend
basic_istream<_CharT, _Traits>&
operator>>(basic_istream<_CharT, _Traits>& __is,
cauchy_distribution<_RT>& __x);
};
template <class _RealType>
@ -4977,6 +5020,109 @@ operator>>(basic_istream<_CharT, _Traits>& __is,
return __is;
}
// fisher_f_distribution
template<class _RealType = double>
class fisher_f_distribution
{
public:
// types
typedef _RealType result_type;
class param_type
{
result_type __m_;
result_type __n_;
public:
typedef fisher_f_distribution distribution_type;
explicit param_type(result_type __m = 1, result_type __n = 1)
: __m_(__m), __n_(__n) {}
result_type m() const {return __m_;}
result_type n() const {return __n_;}
friend bool operator==(const param_type& __x, const param_type& __y)
{return __x.__m_ == __y.__m_ && __x.__n_ == __y.__n_;}
friend bool operator!=(const param_type& __x, const param_type& __y)
{return !(__x == __y);}
};
private:
param_type __p_;
public:
// constructor and reset functions
explicit fisher_f_distribution(result_type __m = 1, result_type __n = 1)
: __p_(param_type(__m, __n)) {}
explicit fisher_f_distribution(const param_type& __p)
: __p_(__p) {}
void reset() {}
// generating functions
template<class _URNG> result_type operator()(_URNG& __g)
{return (*this)(__g, __p_);}
template<class _URNG> result_type operator()(_URNG& __g, const param_type& __p);
// property functions
result_type m() const {return __p_.m();}
result_type n() const {return __p_.n();}
param_type param() const {return __p_;}
void param(const param_type& __p) {__p_ = __p;}
result_type min() const {return 0;}
result_type max() const {return numeric_limits<result_type>::infinity();}
friend bool operator==(const fisher_f_distribution& __x,
const fisher_f_distribution& __y)
{return __x.__p_ == __y.__p_;}
friend bool operator!=(const fisher_f_distribution& __x,
const fisher_f_distribution& __y)
{return !(__x == __y);}
};
template <class _RealType>
template<class _URNG>
_RealType
fisher_f_distribution<_RealType>::operator()(_URNG& __g, const param_type& __p)
{
gamma_distribution<result_type> __gdm(__p.m() * result_type(.5));
gamma_distribution<result_type> __gdn(__p.n() * result_type(.5));
return __p.n() * __gdm(__g) / (__p.m() * __gdn(__g));
}
template <class _CharT, class _Traits, class _RT>
basic_ostream<_CharT, _Traits>&
operator<<(basic_ostream<_CharT, _Traits>& __os,
const fisher_f_distribution<_RT>& __x)
{
__save_flags<_CharT, _Traits> _(__os);
__os.flags(ios_base::dec | ios_base::left);
_CharT __sp = __os.widen(' ');
__os.fill(__sp);
__os << __x.m() << __sp << __x.n();
return __os;
}
template <class _CharT, class _Traits, class _RT>
basic_istream<_CharT, _Traits>&
operator>>(basic_istream<_CharT, _Traits>& __is,
fisher_f_distribution<_RT>& __x)
{
typedef fisher_f_distribution<_RT> _Eng;
typedef typename _Eng::result_type result_type;
typedef typename _Eng::param_type param_type;
__save_flags<_CharT, _Traits> _(__is);
__is.flags(ios_base::dec | ios_base::skipws);
result_type __m;
result_type __n;
__is >> __m >> __n;
if (!__is.fail())
__x.param(param_type(__m, __n));
return __is;
}
_LIBCPP_END_NAMESPACE_STD
#endif // _LIBCPP_RANDOM

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@ -239,7 +239,7 @@ public:
template <intmax_t _Num, intmax_t _Den> const intmax_t ratio<_Num, _Den>::num;
template <intmax_t _Num, intmax_t _Den> const intmax_t ratio<_Num, _Den>::den;
template <class T> struct __is_ratio : false_type {};
template <class _Tp> struct __is_ratio : false_type {};
template <intmax_t _Num, intmax_t _Den> struct __is_ratio<ratio<_Num, _Den> > : true_type {};
typedef ratio<1LL, 1000000000000000000LL> atto;

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@ -395,7 +395,7 @@ template <class _Tp> struct add_volatile {typedef typename __add_volatile<_Tp>::
// add_cv
template <class T> struct add_cv {typedef typename add_const<typename add_volatile<T>::type>::type type;};
template <class _Tp> struct add_cv {typedef typename add_const<typename add_volatile<_Tp>::type>::type type;};
// remove_reference
@ -1154,86 +1154,86 @@ forward(_Up&& __t)
#else // _LIBCPP_MOVE
template <class T>
template <class _Tp>
class __rv
{
typedef typename remove_reference<T>::type Trr;
Trr& t_;
typedef typename remove_reference<_Tp>::type _Trr;
_Trr& t_;
public:
Trr* operator->() {return &t_;}
explicit __rv(Trr& t) : t_(t) {}
_Trr* operator->() {return &t_;}
explicit __rv(_Trr& __t) : t_(__t) {}
};
template <class T>
template <class _Tp>
inline
typename enable_if
<
!is_convertible<T, __rv<T> >::value,
T&
!is_convertible<_Tp, __rv<_Tp> >::value,
_Tp&
>::type
move(T& t)
move(_Tp& __t)
{
return t;
return __t;
}
template <class T>
template <class _Tp>
inline
typename enable_if
<
is_convertible<T, __rv<T> >::value,
T
is_convertible<_Tp, __rv<_Tp> >::value,
_Tp
>::type
move(T& t)
move(_Tp& __t)
{
return T(__rv<T>(t));
return _Tp(__rv<_Tp>(__t));
}
template <class T, class U>
template <class _Tp, class _Up>
inline
typename enable_if
<
!is_convertible<T, __rv<T> >::value,
typename add_lvalue_reference<T>::type
!is_convertible<_Tp, __rv<_Tp> >::value,
typename add_lvalue_reference<_Tp>::type
>::type
forward(U& t)
forward(_Up& __t)
{
return t;
return __t;
}
template <class T, class U>
template <class _Tp, class _Up>
inline
typename enable_if
<
!is_convertible<T, __rv<T> >::value,
typename add_lvalue_reference<T>::type
!is_convertible<_Tp, __rv<_Tp> >::value,
typename add_lvalue_reference<_Tp>::type
>::type
forward(const U& t)
forward(const _Up& __t)
{
return t;
return __t;
}
template <class T, class U>
template <class _Tp, class _Up>
inline
typename enable_if
<
is_convertible<T, __rv<T> >::value,
T
is_convertible<_Tp, __rv<_Tp> >::value,
_Tp
>::type
forward(U& t)
forward(_Up& __t)
{
return T(__rv<T>(t));
return _Tp(__rv<_Tp>(__t));
}
template <class T, class U>
template <class _Tp, class _Up>
inline
typename enable_if
<
is_convertible<T, __rv<T> >::value,
T
is_convertible<_Tp, __rv<_Tp> >::value,
_Tp
>::type
forward(const U& t)
forward(const _Up& __t)
{
return T(__rv<T>(t));
return _Tp(__rv<_Tp>(__t));
}
#endif // _LIBCPP_MOVE

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@ -0,0 +1,34 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// fisher_f_distribution& operator=(const fisher_f_distribution&);
#include <random>
#include <cassert>
void
test1()
{
typedef std::fisher_f_distribution<> D;
D d1(20, 0.75);
D d2;
assert(d1 != d2);
d2 = d1;
assert(d1 == d2);
}
int main()
{
test1();
}

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@ -0,0 +1,32 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// fisher_f_distribution(const fisher_f_distribution&);
#include <random>
#include <cassert>
void
test1()
{
typedef std::fisher_f_distribution<> D;
D d1(20, 1.75);
D d2 = d1;
assert(d1 == d2);
}
int main()
{
test1();
}

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@ -0,0 +1,40 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// explicit fisher_f_distribution(result_type alpha = 0, result_type beta = 1);
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
D d;
assert(d.m() == 1);
assert(d.n() == 1);
}
{
typedef std::fisher_f_distribution<> D;
D d(14.5);
assert(d.m() == 14.5);
assert(d.n() == 1);
}
{
typedef std::fisher_f_distribution<> D;
D d(14.5, 5.25);
assert(d.m() == 14.5);
assert(d.n() == 5.25);
}
}

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@ -0,0 +1,30 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// explicit fisher_f_distribution(const param_type& parm);
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
P p(0.25, 10);
D d(p);
assert(d.m() == 0.25);
assert(d.n() == 10);
}
}

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@ -0,0 +1,37 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// bool operator=(const fisher_f_distribution& x,
// const fisher_f_distribution& y);
// bool operator!(const fisher_f_distribution& x,
// const fisher_f_distribution& y);
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
D d1(2.5, 4);
D d2(2.5, 4);
assert(d1 == d2);
}
{
typedef std::fisher_f_distribution<> D;
D d1(2.5, 4);
D d2(2.5, 4.5);
assert(d1 != d2);
}
}

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@ -0,0 +1,104 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// template<class _URNG> result_type operator()(_URNG& g);
#include <random>
#include <cassert>
#include <vector>
#include <algorithm>
#include <cmath>
double fac(double x)
{
double r = 1;
for (; x > 1; --x)
r *= x;
return r;
}
double
I(double x, unsigned a, unsigned b)
{
double r = 0;
for (int j = a; j <= a+b-1; ++j)
r += fac(a+b-1)/(fac(j) * fac(a + b - 1 - j)) * std::pow(x, j) *
std::pow(1-x, a+b-1-j);
return r;
}
double
f(double x, double m, double n)
{
return I(m * x / (m*x + n), static_cast<unsigned>(m/2), static_cast<unsigned>(n/2));
}
int main()
{
// Purposefully only testing even integral values of m and n (for now)
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(2, 4);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], d.m(), d.n()) - double(i)/N) < .01);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(4, 2);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], d.m(), d.n()) - double(i)/N) < .01);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(18, 20);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], d.m(), d.n()) - double(i)/N) < .01);
}
}

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@ -0,0 +1,107 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// template<class _URNG> result_type operator()(_URNG& g, const param_type& parm);
#include <random>
#include <cassert>
#include <vector>
#include <algorithm>
#include <cmath>
double fac(double x)
{
double r = 1;
for (; x > 1; --x)
r *= x;
return r;
}
double
I(double x, unsigned a, unsigned b)
{
double r = 0;
for (int j = a; j <= a+b-1; ++j)
r += fac(a+b-1)/(fac(j) * fac(a + b - 1 - j)) * std::pow(x, j) *
std::pow(1-x, a+b-1-j);
return r;
}
double
f(double x, double m, double n)
{
return I(m * x / (m*x + n), static_cast<unsigned>(m/2), static_cast<unsigned>(n/2));
}
int main()
{
// Purposefully only testing even integral values of m and n (for now)
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(2, 4);
P p(4, 2);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g, p);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], p.m(), p.n()) - double(i)/N) < .01);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(4, 2);
P p(6, 8);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g, p);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], p.m(), p.n()) - double(i)/N) < .01);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
typedef std::mt19937 G;
G g;
D d(18, 20);
P p(16, 14);
const int N = 100000;
std::vector<D::result_type> u;
for (int i = 0; i < N; ++i)
{
D::result_type v = d(g, p);
assert(v >= 0);
u.push_back(v);
}
std::sort(u.begin(), u.end());
for (int i = 0; i < N; ++i)
assert(std::abs(f(u[i], p.m(), p.n()) - double(i)/N) < .01);
}
}

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@ -0,0 +1,29 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// param_type param() const;
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
P p(.125, .5);
D d(p);
assert(d.param() == p);
}
}

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@ -0,0 +1,41 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// template <class CharT, class Traits, class RealType>
// basic_ostream<CharT, Traits>&
// operator<<(basic_ostream<CharT, Traits>& os,
// const fisher_f_distribution<RealType>& x);
// template <class CharT, class Traits, class RealType>
// basic_istream<CharT, Traits>&
// operator>>(basic_istream<CharT, Traits>& is,
// fisher_f_distribution<RealType>& x);
#include <random>
#include <sstream>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
D d1(7, 5);
std::ostringstream os;
os << d1;
std::istringstream is(os.str());
D d2;
is >> d2;
assert(d1 == d2);
}
}

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@ -0,0 +1,28 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// result_type max() const;
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
D d(5, .25);
D::result_type m = d.max();
assert(m == INFINITY);
}
}

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@ -0,0 +1,27 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// result_type min() const;
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
D d(.5, .5);
assert(d.min() == 0);
}
}

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@ -0,0 +1,32 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// class param_type;
#include <random>
#include <limits>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p0(.75, 6);
param_type p;
p = p0;
assert(p.m() == .75);
assert(p.n() == 6);
}
}

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@ -0,0 +1,31 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// class param_type;
#include <random>
#include <limits>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p0(10, .125);
param_type p = p0;
assert(p.m() == 10);
assert(p.n() == .125);
}
}

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@ -0,0 +1,44 @@
//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// class param_type;
#include <random>
#include <limits>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p;
assert(p.m() == 1);
assert(p.n() == 1);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p(10);
assert(p.m() == 10);
assert(p.n() == 1);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p(10, 5);
assert(p.m() == 10);
assert(p.n() == 5);
}
}

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//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// class param_type;
#include <random>
#include <limits>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p1(0.75, .5);
param_type p2(0.75, .5);
assert(p1 == p2);
}
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
param_type p1(0.75, .5);
param_type p2(0.5, .5);
assert(p1 != p2);
}
}

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//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// class param_type;
#include <random>
#include <type_traits>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type param_type;
typedef param_type::distribution_type distribution_type;
static_assert((std::is_same<D, distribution_type>::value), "");
}
}

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//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution;
// void param(const param_type& parm);
#include <random>
#include <cassert>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::param_type P;
P p(0.25, 5.5);
D d(0.75, 4);
d.param(p);
assert(d.param() == p);
}
}

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//===----------------------------------------------------------------------===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
// <random>
// template<class RealType = double>
// class fisher_f_distribution
// {
// public:
// // types
// typedef RealType result_type;
#include <random>
#include <type_traits>
int main()
{
{
typedef std::fisher_f_distribution<> D;
typedef D::result_type result_type;
static_assert((std::is_same<result_type, double>::value), "");
}
{
typedef std::fisher_f_distribution<float> D;
typedef D::result_type result_type;
static_assert((std::is_same<result_type, float>::value), "");
}
}