aGrUM 2.3.2
a C++ library for (probabilistic) graphical models
chiSquare.h
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51#ifndef GUM_CHI_SQUARE_H
52# define GUM_CHI_SQUARE_H
53
55
57
58namespace gum {
59
67
68 class ChiSquare {
69 public:
70 static double probaChi2(double x, Size df);
71
72 private:
75
77 static constexpr double _Z_MAX_ = 6.0;
78
80 static constexpr double _CHI_EPSILON_ = 0.000001;
81
83 static constexpr double _CHI_MAX_ = 99999.0;
84
86 static constexpr double _LOG_SQRT_PI_ = 0.5723649429247000870717135;
87
89 static constexpr double _I_SQRT_PI_ = 0.5641895835477562869480795;
90
92 static constexpr double _BIGX_ = 20.0;
93
95
96
99
100 static double _exp_(double x) { return (((x) < -_BIGX_) ? 0.0 : exp(x)); }
101
102 static double _probaZValue_(double z);
104 };
105
106} /* namespace gum */
107
108#endif // GUM_CHI_SQUARE_H
109
110
111// static HashTable<std::pair<double, unsigned long>, double> _chi2Cache_;
112// static HashTable<double, double> _ZCache_;
113// static Idx nbZ;
114// static Idx nbChi;
115// static Idx nbZt;
116// static Idx nbChit;
<agrum/FMDP/learning/core/testPolicy/chiSquare.h>
Definition chiSquare.h:68
static double _exp_(double x)
Required constant to compute the cdf.
Definition chiSquare.h:100
static constexpr double _CHI_MAX_
maximum chi square value
Definition chiSquare.h:83
static double probaChi2(double x, Size df)
computes the probability of chi2 value (used by the cache)
static double _probaZValue_(double z)
computes the probability of normal z value (used by the cache)
Definition chiSquare.cpp:64
static constexpr double _CHI_EPSILON_
accuracy of critchi approximation
Definition chiSquare.h:80
static constexpr double _I_SQRT_PI_
1 / sqrt (pi)
Definition chiSquare.h:89
static constexpr double _Z_MAX_
Required constant to compute the cdf.
Definition chiSquare.h:77
static constexpr double _LOG_SQRT_PI_
log (sqrt (pi))
Definition chiSquare.h:86
static constexpr double _BIGX_
max value to represent exp (x)
Definition chiSquare.h:92
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition types.h:74
Class hash tables iterators.
Useful macros for maths.
gum is the global namespace for all aGrUM entities
Definition agrum.h:46