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Numerics/Statistics/itkProbabilityDistribution.h

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00001 /*=========================================================================
00002 
00003   Program:   Insight Segmentation & Registration Toolkit
00004   Module:    $RCSfile: itkProbabilityDistribution.h,v $
00005   Language:  C++
00006   Date:      $Date: 2009-03-04 15:24:04 $
00007   Version:   $Revision: 1.2 $
00008 
00009   Copyright (c) Insight Software Consortium. All rights reserved.
00010   See ITKCopyright.txt or http://www.itk.org/HTML/Copyright.htm for details.
00011 
00012      This software is distributed WITHOUT ANY WARRANTY; without even 
00013      the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR 
00014      PURPOSE.  See the above copyright notices for more information.
00015 
00016 =========================================================================*/
00017 #ifndef __itkProbabilityDistribution_h
00018 #define __itkProbabilityDistribution_h
00019 
00020 #include "itkObject.h"
00021 #include "itkObjectFactory.h"
00022 #include "itkArray.h"
00023 
00024 namespace itk { 
00025 namespace Statistics {
00026 
00067 class ITK_EXPORT ProbabilityDistribution :
00068     public Object
00069 {
00070 public:
00072   typedef ProbabilityDistribution  Self;
00073   typedef Object                   Superclass;
00074   typedef SmartPointer<Self>       Pointer;
00075   typedef SmartPointer<const Self> ConstPointer;
00076 
00078   itkTypeMacro(ProbabilityDistribution, Object);
00079 
00081   typedef  Array< double >           ParametersType;
00082 
00086   virtual unsigned long GetNumberOfParameters() const = 0;
00087 
00091   itkGetConstReferenceMacro(Parameters, ParametersType);
00092 
00096   virtual void SetParameters(const ParametersType& params)
00097     {
00098     if (params != m_Parameters)
00099       {
00100       m_Parameters = params;
00101       this->Modified();
00102       }
00103     }
00105 
00108   virtual double EvaluatePDF(double x) const = 0;
00109 
00113   virtual double EvaluatePDF(double x, const ParametersType&) const = 0;
00114 
00118   virtual double EvaluateCDF(double x) const = 0;
00119 
00123   virtual double EvaluateCDF(double x, const ParametersType&) const = 0;
00124 
00129   virtual double EvaluateInverseCDF(double p) const = 0;
00130 
00135   virtual double EvaluateInverseCDF(double p, const ParametersType&) const = 0;
00136 
00138   virtual bool HasMean() const = 0;
00139 
00141   virtual bool HasVariance() const = 0;
00142 
00145   virtual double GetMean() const = 0;
00146 
00149   virtual double GetVariance() const = 0;
00150 
00151 protected:
00152   ProbabilityDistribution(void) {}
00153   virtual ~ProbabilityDistribution(void) {}
00154   void PrintSelf(std::ostream& os, Indent indent) const
00155     {
00156     Superclass::PrintSelf(os,indent);
00157     os << indent << "Parameters: " << m_Parameters << std::endl;
00158     }
00159 
00160   ParametersType m_Parameters;
00161 
00162 private:
00163   ProbabilityDistribution(const Self&); //purposely not implemented
00164   void operator=(const Self&); //purposely not implemented
00165 
00166 }; // end of class
00167 
00168 } // end of namespace Statistics
00169 } // end namespace itk
00170 
00171 #endif
00172 

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