#include <ProfileLikelihoodCalculator.h>
Inheritance diagram for RooStats::ProfileLikelihoodCalculator:
Definition at line 24 of file ProfileLikelihoodCalculator.h.
| ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | ) |
Definition at line 74 of file ProfileLikelihoodCalculator.cxx.
| ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | RooAbsData & | data, | |
| RooAbsPdf & | pdf, | |||
| const RooArgSet & | paramsOfInterest, | |||
| Double_t | size = 0.05, |
|||
| const RooArgSet * | nullParams = 0 | |||
| ) |
constructor from data, from a full model pdf describing both parameter of interest and nuisance parameters and from the set specifying the parameter of interest (POI). There is no need to specify the nuisance parameters since they are all other parameters of the model. When using the calculator for performing an hypothesis test one needs to provide also a snapshot (a copy) defining the null parameters and their value. There is no need to pass the alternate parameters. These will be obtained by the value maximazing the likelihood function
Definition at line 80 of file ProfileLikelihoodCalculator.cxx.
| ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | RooAbsData & | data, | |
| ModelConfig & | model, | |||
| Double_t | size = 0.05 | |||
| ) |
constructor from data and a model configuration If the ModelConfig defines a prior pdf for any of the parameters those will be included as constrained terms in the likelihood function
Definition at line 89 of file ProfileLikelihoodCalculator.cxx.
References model.
| ProfileLikelihoodCalculator::~ProfileLikelihoodCalculator | ( | ) | [virtual] |
Definition at line 100 of file ProfileLikelihoodCalculator.cxx.
| RooStats::ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | ) |
| RooStats::ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | RooAbsData & | data, | |
| RooAbsPdf & | pdf, | |||
| const RooArgSet & | paramsOfInterest, | |||
| Double_t | size = 0.05, |
|||
| const RooArgSet * | nullParams = 0 | |||
| ) |
constructor from data, from a full model pdf describing both parameter of interest and nuisance parameters and from the set specifying the parameter of interest (POI). There is no need to specify the nuisance parameters since they are all other parameters of the model. When using the calculator for performing an hypothesis test one needs to provide also a snapshot (a copy) defining the null parameters and their value. There is no need to pass the alternate parameters. These will be obtained by the value maximazing the likelihood function
| RooStats::ProfileLikelihoodCalculator::ProfileLikelihoodCalculator | ( | RooAbsData & | data, | |
| ModelConfig & | model, | |||
| Double_t | size = 0.05 | |||
| ) |
constructor from data and a model configuration If the ModelConfig defines a prior pdf for any of the parameters those will be included as constrained terms in the likelihood function
| virtual RooStats::ProfileLikelihoodCalculator::~ProfileLikelihoodCalculator | ( | ) | [virtual] |
| LikelihoodInterval * ProfileLikelihoodCalculator::GetInterval | ( | ) | const [virtual] |
Return a likelihood interval. A global fit to the likelihood is performed and the interval is constructed using the the profile likelihood ratio function of the POI
Implements RooStats::CombinedCalculator.
Definition at line 145 of file ProfileLikelihoodCalculator.cxx.
References RooArgSet::addClone(), RooFit::CloneData(), RooFit::Constrain(), RooAbsCollection::createIterator(), RooAbsPdf::createNLL(), RooAbsReal::createProfile(), data, DoGlobalFit(), RooAbsCollection::find(), RooStats::CombinedCalculator::fPOI, RooStats::CombinedCalculator::fSize, RooStats::CombinedCalculator::GetData(), RooAbsArg::getParameters(), RooStats::CombinedCalculator::GetPdf(), RooAbsCollection::getSize(), i, kTRUE, name, TIter::Next(), p, par, profile, RooStats::RemoveConstantParameters(), and RooStats::LikelihoodInterval::SetConfidenceLevel().
Referenced by FourBinInstructional(), IntervalExamples(), MultivariateGaussianTest(), RooStats::UpperLimitMCSModule::processBetweenGenAndFit(), rs101_limitexample(), rs401d_FeldmanCousins(), and StandardProfileLikelihoodDemo().
| HypoTestResult * ProfileLikelihoodCalculator::GetHypoTest | ( | ) | const [virtual] |
Return the hypothesis test result obtained from the likelihood ratio of the maximum likelihood value with the null parameters fixed to their values, with respect keeping all parameters floating (global maximum likelihood value).
Implements RooStats::CombinedCalculator.
Definition at line 215 of file ProfileLikelihoodCalculator.cxx.
References RooAbsCollection::addClone(), RooFit::CloneData(), RooFit::Constrain(), RooAbsCollection::createIterator(), RooAbsPdf::createNLL(), data, DoGlobalFit(), RooAbsCollection::find(), fit2(), RooAbsPdf::fitTo(), RooStats::CombinedCalculator::fNullParams, RooStats::CombinedCalculator::GetData(), RooAbsArg::getParameters(), RooStats::CombinedCalculator::GetPdf(), RooAbsCollection::getSize(), RooAbsReal::getVal(), RooFit::Hesse(), i, RooAbsArg::isConstant(), kFALSE, kTRUE, max, RooFit::Minos(), name, TIter::Next(), RooFit::PrintLevel(), RooStats::RemoveConstantParameters(), RooFit::Save(), RooStats::SignificanceToPValue(), sqrt(), and RooFit::Strategy().
Referenced by DoHypothesisTest().
| void ProfileLikelihoodCalculator::DoReset | ( | ) | const [protected] |
| void ProfileLikelihoodCalculator::DoGlobalFit | ( | ) | const [protected] |
Definition at line 115 of file ProfileLikelihoodCalculator.cxx.
References RooFit::Constrain(), data, DoReset(), RooAbsPdf::fitTo(), RooStats::CombinedCalculator::GetData(), RooAbsArg::getParameters(), RooStats::CombinedCalculator::GetPdf(), RooFit::Hesse(), kTRUE, RooFit::Minimization, oocoutI, RooFitResult::Print(), RooFit::PrintLevel(), RooStats::RemoveConstantParameters(), RooFit::Save(), and RooFit::Strategy().
Referenced by GetHypoTest(), and GetInterval().
| RooStats::ProfileLikelihoodCalculator::ClassDef | ( | ProfileLikelihoodCalculator | , | |
| 1 | ||||
| ) | [protected] |
| virtual LikelihoodInterval* RooStats::ProfileLikelihoodCalculator::GetInterval | ( | ) | const [virtual] |
Return a likelihood interval. A global fit to the likelihood is performed and the interval is constructed using the the profile likelihood ratio function of the POI
Implements RooStats::CombinedCalculator.
| virtual HypoTestResult* RooStats::ProfileLikelihoodCalculator::GetHypoTest | ( | ) | const [virtual] |
Return the hypothesis test result obtained from the likelihood ratio of the maximum likelihood value with the null parameters fixed to their values, with respect keeping all parameters floating (global maximum likelihood value).
Implements RooStats::CombinedCalculator.
| void RooStats::ProfileLikelihoodCalculator::DoReset | ( | ) | const [protected] |
| void RooStats::ProfileLikelihoodCalculator::DoGlobalFit | ( | ) | const [protected] |
| RooStats::ProfileLikelihoodCalculator::ClassDef | ( | ProfileLikelihoodCalculator | , | |
| 1 | ||||
| ) | [protected] |
1.5.1