KrisLibrary  1.0.0
Public Member Functions | Public Attributes | List of all members
Statistics::GaussianRegression Class Reference

Public Member Functions

void Set (const Gaussian< Real > &g, const std::vector< int > &xindices, const std::vector< int > &yindices)
 
void Set (const Vector &mean, const Matrix &cov, const std::vector< int > &xindices, const std::vector< int > &yindices)
 
void GetY (const Vector &x, Vector &ymean, Matrix &ycov) const
 
void GetY (const Vector &x, Gaussian< Real > &y) const
 
void GetY (const Vector &xmean, const Matrix &xcov, Vector &ymean, Matrix &ycov) const
 
void GetJoint (const Vector &xmean, const Matrix &xcov, Vector &xymean, Matrix &xycov) const
 
void GetLinearEquation (Matrix &A, Vector &b) const
 
void GetNoiseCovariance (Matrix &sigma) const
 

Public Attributes

Vector xmean
 
Vector ymean
 
Vector b
 
Matrix ycov
 
Matrix yxcov
 
Matrix xcovinv
 
Matrix A
 

The documentation for this class was generated from the following files: