RooSubsidiaryL.cxx

Go to the documentation of this file.

/*
 * Project: RooFit
 * Authors:
 *   PB, Patrick Bos, Netherlands eScience Center, p.bos@esciencecenter.nl
 *
 * Copyright (c) 2021, CERN
 *
 * Redistribution and use in source and binary forms,
 * with or without modification, are permitted according to the terms
 * listed in LICENSE (http://roofit.sourceforge.net/license.txt)
 */
 
/**
\file RooSubsidiaryL.cxx
\class RooSubsidiaryL
\ingroup Roofitcore
 
\brief RooSubsidiaryL calculates the sum of the -(log) likelihoods of a set of RooAbsPdf objects that represent
subsidiary or constraint functions.
 
This class is used to gather all subsidiary PDF terms from the component PDFs of RooSumL likelihoods and calculate the
composite -log(L). Such subsidiary terms can be marked using RooFit::Constrain arguments to RooAbsPdf::fitTo() or
RooAbsPdf::createNLL().
 
Subsidiary terms are summed separately for increased numerical stability, since these terms are often small and cause
numerical variances in their original PDFs, whereas by summing as one separate subsidiary collective term, it is
numerically very stable.
 
\note When a subsidiary PDF is part of multiple component PDFs, it will only be summed once in this class! This doesn't
change the derivative of the log likelihood (which is what matters in fitting the likelihood), but does change the
value of the (log-)likelihood itself.
**/
 
#include <RooFit/TestStatistics/RooSubsidiaryL.h>
#include <RooAbsPdf.h> // for dynamic cast
#include <RooErrorHandler.h>
 
#include "Math/Util.h" // KahanSum
 
namespace RooFit {
namespace TestStatistics {
 
RooSubsidiaryL::RooSubsidiaryL(const std::string &parent_pdf_name, const RooArgSet &pdfs,
                               const RooArgSet &parameter_set)
   : RooAbsL(nullptr, nullptr, 0, 0, RooAbsL::Extended::No), parent_pdf_name_(parent_pdf_name)
{
   for (const auto comp : pdfs) {
      if (!dynamic_cast<RooAbsPdf *>(comp)) {
         oocoutE((TObject *)0, InputArguments) << "RooSubsidiaryL::ctor(" << GetName() << ") ERROR: component "
                                               << comp->GetName() << " is not of type RooAbsPdf" << std::endl;
         RooErrorHandler::softAbort();
      }
      subsidiary_pdfs_.add(*comp);
   }
   parameter_set_.add(parameter_set);
}
 
ROOT::Math::KahanSum<double> RooSubsidiaryL::evaluatePartition(RooAbsL::Section events,
                                                               std::size_t /*components_begin*/,
                                                               std::size_t /*components_end*/)
{
   if (events.begin_fraction != 0 || events.end_fraction != 1) {
      oocoutW((TObject *)0, InputArguments) << "RooSubsidiaryL::evaluatePartition can only calculate everything, so "
                                               "section should be {0,1}, but it's not!"
                                            << std::endl;
   }
 
   ROOT::Math::KahanSum<double> sum;
 
   for (const auto comp : subsidiary_pdfs_) {
      sum += -((RooAbsPdf *)comp)->getLogVal(&parameter_set_);
   }
 
   return sum;
}
 
void RooSubsidiaryL::constOptimizeTestStatistic(RooAbsArg::ConstOpCode /*opcode*/, bool /*doAlsoTrackingOpt*/) {}
 
} // namespace TestStatistics
} // namespace RooFit