[ Web Proxy ]
URL:
Viewing: https://ru.cppreference.com/cpp/numeric/random/chi_squared_distribution [Back]  [Original]

std::chi_squared_distribution cppreference.com
cppreference.com

std::chi_squared_distribution

cppreference.com

<metanoindex/>

 
C++
(C++20)
(C++20)
(C++11)
(C++20)
/
(C++11)
(C++11)
(C++11)
(C++17)
 
(C++17)
(C++20)
(C++11)
(C++11)
(C++17)
(C++17)
(C++20)
(C++20)
(C++11)
(C++17)
(C++20)
(C++23)
(C++20)
(C++20)
(C++20)
(C++20)
(C++20)
(C++20)
(C++20)
(C++20)
(C++20)
 
 
 
<tbody> </tbody>
template< class RealType = double > class chi_squared_distribution;
( C++11)
chi_squared_distribution x>0 -
:
The chi_squared_distribution produces random numbers x>0 according to the -:
Google.
. .
f(x;n) = None
x(n/2)-1
e-x/2
(n/2) 2n/2
- - (. std::tgamma) n - ( 1).
:
is the - (See also std::tgamma) and n are the (default 1).
Google.
. .

-

result_type RealType
param_type
,
:
the type of the parameter set, unspecified
Google.
. .

-

:
constructs new distribution
Google.
. .

(public -) []
:
resets the internal state of the distribution
Google.
. .

(public -) []
:
Generation
Google.
. .

(public -) []
:
Characteristics
Google.
. .
(n)
:
returns the degrees of freedom (n) distribution parameter
Google.
. .

(public -) []
:
gets or sets the distribution parameter object
Google.
. .

(public -) []
:
returns the minimum potentially generated value
Google.
. .

(public -) []
:
returns the maximum potentially generated value
Google.
. .

(public -) []

,

(C++11)(C++11)( C++20)

() []

/
() []

#include <algorithm>
#include <cmath>
#include <iomanip>
#include <iostream>
#include <map>
#include <random>
#include <vector>

template <int Height = 5, int BarWidth = 1, int Padding = 1, int Offset = 0,
          bool DrawMinMax = true, class Sample>
void draw_vbars(Sample const& s) {
    static_assert((Height > 0) && (BarWidth > 0) && (Padding >= 0) && (Offset >= 0));
    auto cout_n = [](auto const& v, int n) { while (n-- > 0) std::cout << v; };
    const auto [min, max] = std::minmax_element(std::cbegin(s), std::cend(s));
    std::vector<std::div_t> qr;
    for (float e : s) {
        qr.push_back(std::div(std::lerp(0.f, Height*8, (e - *min)/(*max - *min)), 8));
    }
    for (auto h{Height}; h-- > 0 ;) {
        cout_n(' ', Offset);
        for (auto [q, r] : qr) {
            char d[] = ""; // == { 0xe2, 0x96, 0x88, 0 }
            q < h ? d[0] = ' ', d[1] = '\0' : q == h ? d[2] -= (7 - r) : 0;
            cout_n(d, BarWidth);
            cout_n(' ', Padding);
        }
        if (DrawMinMax && Height > 1)
            h == Height - 1 ? std::cout << " " << *max:
                     h != 0 ? std::cout << ""
                            : std::cout << " " << *min;
        cout_n('\n', 1);
    }
}

int main() {
    std::random_device rd{};
    std::mt19937 gen{rd()};

    auto 2 = [&gen](const float dof) {
        std::chi_squared_distribution<float> d{ dof /* n */ };

        const int norm = 1'00'00;
        const float cutoff = 0.002f;

        std::map<int, int> hist{};
        for (int n=0; n!=norm; ++n) { ++hist[std::round(d(gen))]; }

        std::vector<float> bars;
        std::vector<int> indices;
        for (const auto [n, p] : hist) {
            if (float x = p * (1.0/norm); cutoff < x) {
                bars.push_back(x);
                indices.push_back(n);
            }
        }

        std::cout << "dof = " << dof << ":\n";
        draw_vbars<4,3>(bars);
        for (int n : indices) { std::cout << "" << std::setw(2) << n << "  "; }
        std::cout << "\n\n";
    };

    for (float dof : {1.f, 2.f, 3.f, 4.f, 6.f, 9.f}) 2(dof);
}

:

dof = 1:
                                  0.5271
                                 
                              
          0.003
 0   1   2   3   4   5   6   7   8  

dof = 2:
                                          0.3169
                                   
                                
            0.004
 0   1   2   3   4   5   6   7   8   9  10  

dof = 3:
                                               0.2439
                                           
                                  
              0.0033
 0   1   2   3   4   5   6   7   8   9  10  11  12  

dof = 4:
                                                        0.1864
                                                 
                                           
                 0.0026
 0   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  

dof = 6:
                                                                 0.1351
                                                       
                                              
                    0.0031
 0   1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18  

dof = 9:
                                                                   0.1044
                                                         
                                                
                      0.0034
 2   3   4   5   6   7   8   9  10  11  12  13  14  15  16  17  18  19  20  21  22


Web Proxy Viewer  |  New URL  |  Original Page