bpp-core3  3.0.0
SimpleDiscreteDistribution.h
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1 //
2 // File: SimpleDiscreteDistribution.h
3 // Authors:
4 // Julien Dutheil
5 // Created: ?
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 
20  As a counterpart to the access to the source code and rights to copy,
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
24  liability.
25 
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27  with loading, using, modifying and/or developing or reproducing the
28  software by the user in light of its specific status of free software,
29  that may mean that it is complicated to manipulate, and that also
30  therefore means that it is reserved for developers and experienced
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36 
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39 */
40 
41 #ifndef BPP_NUMERIC_PROB_SIMPLEDISCRETEDISTRIBUTION_H
42 #define BPP_NUMERIC_PROB_SIMPLEDISCRETEDISTRIBUTION_H
43 
44 
46 
47 // From the STL:
48 #include <map>
49 
50 namespace bpp
51 {
66 {
67 private:
68  std::map<size_t, std::vector<double> > givenRanges_;
69 
70 public:
83  SimpleDiscreteDistribution(const std::map<double, double>& distribution, double precision = NumConstants::TINY(), bool fixed = false);
84 
96  SimpleDiscreteDistribution(const std::vector<double>& values, const std::vector<double>& probas, double prec = NumConstants::TINY(), bool fixed = false);
97 
113  SimpleDiscreteDistribution(const std::vector<double>& values, const std::map<size_t, std::vector<double> >& ranges, const std::vector<double>& probas, double prec = NumConstants::TINY(), bool fixed = false);
114 
116 
118 
120 
122 
123 public:
124  /*
125  *@brief Returns the map of the given ranges for the values.
126  *
127  */
128  const std::map<size_t, std::vector<double> > getRanges() const { return givenRanges_;}
129 
130  std::string getName() const {return "Simple";}
131 
132  void discretize();
133 
134  void fireParameterChanged(const ParameterList& parameters);
135 
136  double getLowerBound() const
137  {
138  return distribution_.begin()->first;
139  }
140 
141  double getUpperBound() const
142  {
143  return distribution_.rbegin()->first;
144  }
145 
146  double qProb(double x) const;
147 
148  double pProb(double x) const;
149 
150  double Expectation(double a) const;
151 
152  void restrictToConstraint(const Constraint& c);
153 };
154 } // end of namespace bpp.
155 #endif // BPP_NUMERIC_PROB_SIMPLEDISCRETEDISTRIBUTION_H
Partial implementation of the DiscreteDistribution interface.
std::map< double, double, Order > distribution_
The constraint interface.
Definition: Constraints.h:66
static double TINY()
Definition: NumConstants.h:82
The parameter list object.
Definition: ParameterList.h:65
A Discrete distribution object, where some specific probabilities are assigned to a finite set of val...
SimpleDiscreteDistribution & operator=(const SimpleDiscreteDistribution &)
double pProb(double x) const
Return the cumulative quantile of the continuous version of the distribution, ie .
double Expectation(double a) const
Return a primitive function used for the expectation of the continuous version of the distribution,...
SimpleDiscreteDistribution * clone() const
Create a copy of this object and send a pointer to it.
double getLowerBound() const
methods about the range of the definition
std::map< size_t, std::vector< double > > givenRanges_
void fireParameterChanged(const ParameterList &parameters)
Notify the class when one or several parameters have changed.
void discretize()
Discretizes the distribution in equiprobable classes.
void restrictToConstraint(const Constraint &c)
Restricts the distribution to the domain where the constraint is respected, in addition of other pred...
std::string getName() const
Get the name of the distribution.
const std::map< size_t, std::vector< double > > getRanges() const
SimpleDiscreteDistribution(const std::map< double, double > &distribution, double precision=NumConstants::TINY(), bool fixed=false)
Builds a new SimpleDiscreteDistribution object from a map<double,double> object. With this constructo...
double qProb(double x) const
Return the quantile of the continuous version of the distribution, ie y such that .