bpp-core3  3.0.0
GaussianDiscreteDistribution.h
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1 //
2 // File: GaussianDiscreteDistribution.h
3 // Authors:
4 // Laurent Guéguen
5 // Created: 2010-04-07 00:00:00
6 //
7 
8 /*
9  Copyright or © or Copr. Bio++ Development Team, (November 17, 2004)
10 
11  This software is a computer program whose purpose is to provide classes
12  for numerical calculus.
13 
14  This software is governed by the CeCILL license under French law and
15  abiding by the rules of distribution of free software. You can use,
16  modify and/ or redistribute the software under the terms of the CeCILL
17  license as circulated by CEA, CNRS and INRIA at the following URL
18  "http://www.cecill.info".
19 
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21  modify and redistribute granted by the license, users are provided only
22  with a limited warranty and the software's author, the holder of the
23  economic rights, and the successive licensors have only limited
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25 
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39 */
40 
41 #ifndef BPP_NUMERIC_PROB_GAUSSIANDISCRETEDISTRIBUTION_H
42 #define BPP_NUMERIC_PROB_GAUSSIANDISCRETEDISTRIBUTION_H
43 
44 
45 #include "../Constraints.h"
46 #include "../Random/RandomTools.h"
48 
49 namespace bpp
50 {
58 {
59 private:
60  double mu_, sigma_;
61 
62 public:
73  GaussianDiscreteDistribution(size_t n, double mu = 0., double sigma = 1.);
74 
76 
78 
80 
82 
83 public:
84  std::string getName() const {return "Gaussian";}
85 
86  void fireParameterChanged(const ParameterList& parameters);
87 
88  double randC() const
89  {
91  }
92 
93  double qProb(double x) const;
94 
95  double pProb(double x) const;
96 
97  double Expectation(double a) const;
98 };
99 } // end of namespace bpp.
100 #endif // BPP_NUMERIC_PROB_GAUSSIANDISCRETEDISTRIBUTION_H
Partial implementation of the DiscreteDistribution interface.
Discretized Gaussian distribution.
void fireParameterChanged(const ParameterList &parameters)
Notify the class when one or several parameters have changed.
double randC() const
Draw a random number from the continuous version of this distribution, if it exists.
std::string getName() const
Get the name of the distribution.
double pProb(double x) const
Return the cumulative quantile of the continuous version of the distribution, ie .
GaussianDiscreteDistribution(size_t n, double mu=0., double sigma=1.)
Build a new discretized normal distribution.
double Expectation(double a) const
Return a primitive function used for the expectation of the continuous version of the distribution,...
double qProb(double x) const
Return the quantile of the continuous version of the distribution, ie y such that .
GaussianDiscreteDistribution * clone() const
Create a copy of this object and send a pointer to it.
GaussianDiscreteDistribution & operator=(const GaussianDiscreteDistribution &)
The parameter list object.
Definition: ParameterList.h:65
static double randGaussian(double mean, double variance, const RandomFactory &generator= *DEFAULT_GENERATOR)
Definition: RandomTools.cpp:76