queso-0.53.0
GenericVectorRV.h
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1 //-----------------------------------------------------------------------bl-
2 //--------------------------------------------------------------------------
3 //
4 // QUESO - a library to support the Quantification of Uncertainty
5 // for Estimation, Simulation and Optimization
6 //
7 // Copyright (C) 2008-2015 The PECOS Development Team
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23 //-----------------------------------------------------------------------el-
24 
25 #ifndef UQ_GENERIC_VECTOR_RV_H
26 #define UQ_GENERIC_VECTOR_RV_H
27 
28 #include <queso/VectorRV.h>
29 #include <queso/VectorSpace.h>
30 #include <queso/JointPdf.h>
31 #include <queso/VectorRealizer.h>
32 #include <queso/VectorCdf.h>
33 #include <queso/VectorMdf.h>
34 #include <queso/SequenceOfVectors.h>
35 #include <queso/InfoTheory.h>
36 #include <gsl/gsl_sf_psi.h> // todo: take specificity of gsl_, i.e., make it general (gsl or boost or etc)
37 
38 namespace QUESO {
39 
40 class GslVector;
41 class GslMatrix;
42 
43 //*****************************************************
44 // Generic class [RV-01]
45 //*****************************************************
53 template <class V = GslVector, class M = GslMatrix>
54 class GenericVectorRV : public BaseVectorRV<V,M> {
55 public:
57 
58 
60  GenericVectorRV(const char* prefix,
61  const VectorSet <V,M>& imageSet);
62 
64 
65  GenericVectorRV(const char* prefix,
66  const VectorSet <V,M>& imageSet,
71  const BaseVectorMdf <V,M>& mdf);
73  virtual ~GenericVectorRV();
75 
77 
78  void setPdf (BaseJointPdf <V,M>& pdf );
80 
82  void setRealizer (BaseVectorRealizer<V,M>& realizer );
83 
85  void setSubCdf (BaseVectorCdf <V,M>& subCdf );
86 
88  void setUnifiedCdf(BaseVectorCdf <V,M>& unifiedCdf);
89 
91  void setMdf (BaseVectorMdf <V,M>& mdf );
93 
95 
96 
98  void print(std::ostream& os) const;
100 
101 private:
110 };
111 
112 } // End namespace QUESO
113 
114 #endif // UQ_GENERIC_VECTOR_RV_H
const BaseVectorRealizer< V, M > & realizer() const
Finds a realization (sample) of the PDF of this vector RV; access to private attribute m_realizer...
Definition: VectorRV.C:95
A templated class for handling sets.
Definition: VectorSet.h:52
void print(std::ostream &os) const
TODO: Prints the vector RV.
A templated base class for handling vector RV.
Definition: VectorRV.h:54
A templated (base) class for handling joint PDFs.
Definition: JointPdf.h:56
A templated (base) class for handling CDFs of vector functions.
Definition: VectorCdf.h:53
virtual ~GenericVectorRV()
Virtual destructor.
const BaseVectorCdf< V, M > & unifiedCdf() const
Finds the Cumulative Distribution Function of this vector RV, considering the unified sequence of dat...
Definition: VectorRV.C:113
const BaseVectorCdf< V, M > & subCdf() const
Finds the Cumulative Distribution Function of this vector RV, considering only the sub-sequence of da...
Definition: VectorRV.C:104
A templated (base) class for handling sampling from vector RVs.
const BaseJointPdf< V, M > & pdf() const
Posterior Density Function of the vector RV; access to private attribute m_pdf.
Definition: VectorRV.C:86
void setPdf(BaseJointPdf< V, M > &pdf)
Sets the PDF of this vector RV to pdf.
A templated class for handling generic vector RVs.
void setMdf(BaseVectorMdf< V, M > &mdf)
Sets the MDF of this vector RV to Mdf.
GenericVectorRV(const char *prefix, const VectorSet< V, M > &imageSet)
Default constructor.
const VectorSet< V, M > & imageSet() const
Image set of the vector RV; access to private attribute m_imageSet.
Definition: VectorRV.C:79
A templated (base) class for handling MDFs of vector functions.
Definition: VectorMdf.h:52
void setRealizer(BaseVectorRealizer< V, M > &realizer)
Sets the realizer of this vector RV to realizer.
void setUnifiedCdf(BaseVectorCdf< V, M > &unifiedCdf)
Sets the CDF of the unified sequence of this vector RV to unifiedCdf.
const BaseVectorMdf< V, M > & mdf() const
Finds the Mass Density Function of this vector RV; access to private attribute m_mdf.
Definition: VectorRV.C:122
void setSubCdf(BaseVectorCdf< V, M > &subCdf)
Sets the CDF of the sub-sequence of this vector RV to subCdf.

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