3 #include "AbsaractCopula.h"
5 namespace Multivariate{
78 tCopula(
unsigned int Dimension,
unsigned int DegFreedom,
const Eigen::MatrixXd& ScalMatr);
120 bool SetScaleMatrix(
const std::vector<double>& mVect,
bool RowWise=
true);
164 double GetDensity(
const Eigen::VectorXd& Coordinates)
const;
193 #endif // tCopula_h__
const Eigen::MatrixXd & GetScaleMatrix() const
Get the scale matrix of the distribution.
Definition: tDist.h:176
bool SetScaleMatrix(const Eigen::MatrixXd &ScalMatr)
Set the scale matrix of the distribution.
Definition: tCopula.cpp:14
virtual double GetDensity(const Eigen::VectorXd &Coordinates) const =0
Computes the probability density function of the copula in correspondence of the supplied coordinates...
unsigned int GetDegreesOfFreedom() const
Get the degrees of freedom of the distribution.
Definition: tDist.h:182
const Eigen::MatrixXd & GetScaleMatrix() const
Get the standardized scale matrix of the distribution.
Definition: tCopula.h:127
Eigen::MatrixXd ExtractSamplesCDF(unsigned int NumSamples) const
Extracts samples from the distribution and returns their marginal CDF.
Definition: tDist.cpp:136
bool SetDegreesOfFreedom(unsigned int a)
Set the degrees of freedom of the distribution.
Eigen::VectorXd GetQuantile(double Prob) const
Computes the inverse copula function in correspondence of the supplied probability.
Definition: tCopula.cpp:52
Copulas base class.
Definition: AbsaractCopula.h:24
double GetDensity(const Eigen::VectorXd &Coordinates) const
Computes the copula density function in correspondence of the supplied coordinates.
Definition: tCopula.cpp:28
unsigned int GetDegreesOfFreedom() const
Get the degrees of freedom of the distribution.
Definition: tCopula.h:144
virtual double GetCumulativeDesity(const Eigen::VectorXd &Coordinates) const =0
Computes the copula function in correspondence of the supplied coordinates.
Eigen::MatrixXd ExtractSamples(unsigned int NumSamples) const
Generates multiple simulations from the copula.
Definition: tCopula.h:153
double GetCumulativeDesity(const Eigen::VectorXd &Coordinates) const
Computes the copula function in correspondence of the supplied coordinates.
Definition: tCopula.cpp:40
tCopula(unsigned int Dimension=2U, unsigned int DegFreedom=1U)
Constructs a standard t copula.
Definition: tCopula.h:58
unsigned int GetDimension() const
Get the dimensionality of the copula.
Definition: AbsaractCopula.h:56
Multivariate Student's t Distribution
Definition: tDist.h:41
Student's t Copula Distribution.
Definition: tCopula.h:45