FuncCeoModel.hpp

/*
 * FuncCeoModel.hpp
 * 
 * Copyright 2018 Fernando Pujaico Rivera <fernando.pujaico.rivera@gmail.com>
 * 
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 * 
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 * 
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
 * MA 02110-1301, USA.
 * 
 */
 
#ifndef __PDS_FUNCCEOMODEL_HPP__
#define __PDS_FUNCCEOMODEL_HPP__
 
 
#include <Pds/Ra>
 
 
namespace Pds{
 
namespace Ceo{
 
namespace Binary{
 
namespace Fusion{
 
    Pds::Vector NaiveBayes(double ps,Pds::Vector p,const Pds::Matrix &U,double Umbral=0.5);
 
 
}//Fusion
 
 
namespace Ber{
 
 
    double SymetricModel(double rho,unsigned int M);
    
    Pds::Vector SymetricModel(const Pds::Vector &Rho,unsigned int M);
    
}//Ber
 
 
namespace Probability{
 
 
    double PjOmegaM(const Pds::Vector &OmegaM,const Pds::Vector &p, double ps,double Umbral=0.5);
    
 
    double PcUsOmegaM(const Pds::Vector &OmegaM,
                            const Pds::Vector &p,
                            bool us,
                            double ps, 
                            double *PjU0OmegaM=NULL,
                            double Umbral=0.5);
    
}//Probability
 
namespace Entropy{
 
    double HjOmegaM(const Pds::Vector &p,double ps=0.5);
        
    double HjsOmegaM(double rho,unsigned int M, double ps=0.5);
        
    double HjsOmegaMInv(double HJoint,short int M,double ps=0.5);
    double HcUsOmegaM(const Pds::Vector &p, double ps);
    
    double HcsUsOmegaM(double rho,unsigned int M,double ps=0.5);
 
 
    Pds::Vector HcsUsOmegaM(const Pds::Vector &Rho,unsigned int M,double ps=0.5);
 
    double HcsUsOmegaMInv(double HCond,short int M,double ps=0.5);
 
}//Entropy
 
 
}//Binary
}//Ceo
}//Pds
#endif