// @(#)root/roostats:$Id$ // Author: Kyle Cranmer, Lorenzo Moneta, Gregory Schott, Wouter Verkerke /************************************************************************* * Copyright (C) 1995-2008, Rene Brun and Fons Rademakers. * * All rights reserved. * * * * For the licensing terms see $ROOTSYS/LICENSE. * * For the list of contributors see $ROOTSYS/README/CREDITS. * *************************************************************************/ #ifndef ROOSTATS_IntervalCalculator #define ROOSTATS_IntervalCalculator #include "Rtypes.h" class RooAbsData; class RooWorkspace; namespace RooStats { class ConfInterval; class ModelConfig; /** \class IntervalCalculator \ingroup Roostats IntervalCalculator is an interface class for a tools which produce RooStats ConfIntervals. The interface currently assumes that any interval calculator can be configured by specifying: - a model, - a data set, - a set of parameters of interest, - a set of nuisance parameters (eg. parameters on which the model depends, but are not of interest), and - a confidence level or size of the test (eg. rate of Type I error). The interface allows one to pass the model, data, and parameters via a workspace and then specify them with names. The interface will be extended so that one does not need to use a workspace. After configuring the calculator, one only needs to ask GetInterval, which will return a ConfInterval pointer. The concrete implementations of this interface should deal with the details of how the nuisance parameters are dealt with (eg. integration vs. profiling) and which test-statistic is used (perhaps this should be added to the interface). The motivation for this interface is that we hope to be able to specify the problem in a common way for several concrete calculators. */ class IntervalCalculator { public: virtual ~IntervalCalculator() {} /// Main interface to get a ConfInterval, pure virtual virtual ConfInterval* GetInterval() const = 0; /// Get the size of the test (eg. rate of Type I error) virtual double Size() const = 0; /// Get the Confidence level for the test virtual double ConfidenceLevel() const = 0; /// Set the DataSet ( add to the workspace if not already there ?) virtual void SetData(RooAbsData&) = 0; /// Set the Model virtual void SetModel(const ModelConfig & /* model */) = 0; /// set the size of the test (rate of Type I error) ( e.g. 0.05 for a 95% Confidence Interval) virtual void SetTestSize(double size) = 0; /// set the confidence level for the interval (e.g. 0.95 for a 95% Confidence Interval) virtual void SetConfidenceLevel(double cl) = 0; protected: ClassDef(IntervalCalculator,1) // Interface for tools setting limits (producing confidence intervals) }; } #endif