implements 2D pdf profiled likelihood fitting. More...
#include <XeLikelihoods.h>
Inheritance diagram for pdfLikelihood:
Public Member Functions | |
| pdfLikelihood (TString name, double wimpMass) | |
| void | initialize () |
| void | setData (int dataType) |
| double | computeTheLogLikelihood () |
| void | generateAsimov (double mu_prime) |
| void | generateAndUseAsimov (double mu_prime) |
| void | generateToyDataset (double seed, double mu_prime) |
| double | getSignalDefaultNorm () |
| double | getSignalMultiplier () |
| void | setSignalMultiplier (double val) |
| void | setTreeIndex (int index) |
| void | setSignalDefaultNorm (double val) |
| double | getCurrentNs () |
| void | checkInputs () |
| void | addBkgPdfComponent (pdfComponent *addMe, bool Safeguarded=false) |
| void | setSignalPdf (pdfComponent *signal) |
| void | setDataHandler (dataHandler *d) |
| void | setAsimovData (dataHandler *d) |
| int | useAsimovData () |
| int | useDMData () |
| bool | isNegativeAnywhere (TH2F histo) |
| void | setCalibrationData (dataHandler *d) |
| void | setWithSafeGuard (bool b) |
| void | setSafeGuardPosDef (bool b) |
| Set whether to use safeguard or not. | |
| void | drawAllOnProjection (bool isS1Projection) |
| Set whether safeguard should be forced to be possitive. | |
| void | printEventSummary (bool isForWiki=false) |
| prints a summary of all bkg and signal events with current parameter choice More... | |
| vector< string > | getTrueParamsNames () |
| vector< double > | getTrueParams () |
| double | getSafeguardValue () |
| pdfComponent * | getBkgComponent (TString name) |
| returns current value of safeguard More... | |
| vector< pdfComponent * > | getBkgComponents () |
| Returns vector of all background components. | |
| histoCompare | getModelCompare () |
| Get a handler for plotting comparisons between models. | |
| TH2F | getOverallBkgHisto () |
| TH2F | getSafeguardedBkgPdf () |
| TH2F | getSafeguardedBkgPdfOnly () |
| void | setAdditionalSafeGuardComponent (TH2F *h) |
| void | setFixedValueForSafeguard (double fv) |
| double | LLsafeGuard () |
| int | numberOfSafeguarded () |
| returns the number of bkg components that ask for safeguard | |
| double | getWimpMass () |
 Public Member Functions inherited from ProfileLikelihood | |
| ProfileLikelihood (TString name) | |
| void | printFlagsAndParameters () |
| void | estimateCrossSection () |
| bool | initialize () |
| TGraph * | getGraphOfLogLikelihood (int n_points) |
| TGraph * | getGraphAtQval (double qval, bool forceMuhatComp=true) |
| double | getSigmaAtQval (double qval, bool forceMuhatComp=true) |
| double | returnLimitHagar (double cl, bool forceMuhatComp=true) |
| vector< TGraph * > | getGraphOfParameters (int n_points) |
| TGraph * | getLikelihoodScanOfParameter (int n_points, LKParameter *par, double mu=0) |
| Public Member Functions inherited from Likelihood | |
| double | computeTheConstraint () |
| Likelihood (TString name) | |
| double | getSigmaHat () |
| double | getLogD () |
| bool | parameterExists (int p) |
| void | addParameter (int id, int type, TString nam, double initialVal, double step, double mi, double ma) |
| void | addParameter (LKParameter *param, int id=SAME) |
| void | replaceParameter (LKParameter *param) |
| void | addParameterTolerant (LKParameter *param) |
| void | activateParameter (LKParameter *param, bool active=true) |
| void | removeParameter (LKParameter *param, bool tolerant=false) |
| void | removeParameter (int id, bool tolerant=false) |
| void | listParameters () |
| void | printInitialParameters () |
| void | printResultParameters () |
| void | printCurrentParameters () |
| void | printCurrentParameters (bool with_err) |
| void | ignoreParameter (int id) |
| void | setParameterType (int id, int type) |
| void | setParameterValue (int id, double v) |
| void | setInitialValue (int id, double v) |
| double | getParameterValue (int id) |
| double | maximize (bool freezeParametersOfInterest) |
| double | maximizeNumerically (int numberOfToys, bool freezeParametersOfInterest) |
| void | setSeed (double Inputseed) |
| int | getNTotalParameters () |
| int | getNActiveParameters () |
| int | getNParametersOfInterest () |
| int | getNMinuitParameters () |
| int | getNNuisanceParameters () |
| int | getNParameters (int type) |
| void | resetParameters () |
| LKParameter * | getParameter (int id) |
| LKParameter * | getPOI () |
| map< int, LKParameter * > * | getParameters () |
| get Parameter Of Interest | |
| TH1F | getPullsHisto () |
| void | setCurrentValues (const double *v, const double *ers=NULL) |
| void | setCurrentValuesInMinuitUnits (const double *v, const double *e=NULL) |
| void | setCombinedMode (bool mode=true) |
| void | printInitialHeader () |
| void | printCurrentHeader () |
| bool | checkConsistency () |
| bool | inCombinedMode () |
| int | mapMinuitParameters (bool freezeParametersOfInterest) |
| int | getNParametersForChi2 () |
| void | forceNParametersOfInterest (int nF) |
| void | clearTheParameters () |
| Public Member Functions inherited from XeStat | |
| XeStat (TString name) | |
| void | setName (TString nam="No_Name") |
| helper method to set the name of this instance. | |
| TString | getName () |
| helper method to return the name of this instance. | |
| void | setExperiment (int exp) |
| set the experiment number, usefull for combination | |
| int | getExperiment () |
| set the experiment number, usefull for combination | |
| Public Member Functions inherited from errorHandler | |
| errorHandler (TString name) | |
| void | Error (TString functionName, TString message) |
| Send an Error message to the user. More... | |
| void | Warning (TString functionName, TString message) |
| Send a Warning message to the user. More... | |
| void | Info (TString functionName, TString message) |
| Send an Info message to the user. More... | |
| void | Debug (TString functionName, TString message) |
| Send a Debug message to the user. More... | |
| void | setPrintLevel (int level) |
| Set the local printing level (for this instance only) More... | |
| int | getPrintLevel () |
| Return the current print level for this instance. remind that if you set with setPrintLevel this will override the global print level. | |
| Public Member Functions inherited from printTools | |
| printTools () | |
| ---------— Print Toools -----------— /// | |
Public Attributes | |
| vector< pdfComponent * > | bkg_components |
| vector< bool > | safeguarded_bkg_components |
| says if a bkg component needs to be safeguarded. | |
| TH2F * | safeguardAdditionalComponent |
| is an additional component to be added in the fit to calibration for | |
| pdfComponent * | signal_component |
| dataHandler * | data |
| dataHandler * | calibrationData |
| dataHandler * | asimovData |
| dataHandler * | dmData |
| double | siganlDefaultNorm |
| double | XsecMultiplier |
| bool | withSafeGuard |
| bool | safeGuardPosDef |
| double | wimp_mass |
| Force safeguard parameter to be positive. | |
| double | safeguard_fixValue |
| LKParameter * | safeGuardParam |
| double | safeguard_scaling |
| Public Attributes inherited from Likelihood | |
| double | seed |
| Public Attributes inherited from errorHandler | |
| int | localPrintLevel |
| TString | className |
Additional Inherited Members | |
| Static Public Member Functions inherited from Likelihood | |
| static double | shapeLikelihood (vector< int > *bins, int nDist, double **dists, double *norm) |
| Static Public Member Functions inherited from XeStat | |
| static void | setAnalysisMode (int mode) |
| static int | getAnalysisMode () |
| static bool | checkAnalysisMode (TString name, int requested) |
| static bool | isAnalysisDefined (bool verbose=false) |
| static bool | isCutsBased () |
| static bool | isPL () |
| static int | getSigmaLinLog (int unit) |
| static TString | getAnalysisModeName () |
| static TString | getAnalysisModeName (int mode) |
| static TString | getSystematicModeName (int syst) |
| static TString | getSigmaUnitName (int unit) |
| static TString | getSigmaLabel (int unit) |
| static TString | getSigmaModeName (int mode) |
| static TString | getUpperSigmaLabel (int unit) |
| Static Public Member Functions inherited from printTools | |
| static TString | upperCase (TString s) |
| static TString | lowerCase (TString s) |
| static TString | trim (TString s) |
| static TString | justify (TString s, int w, bool left, bool trim) |
| static TString | rightJustify (TString s, int w, bool trim=false) |
| static TString | leftJustify (TString s, int w, bool trim=false) |
| static TString | format0I (int v, int w=1) |
| static TString | formatLI (int v, int w=1, int p=1) |
| static TString | formatRI (int v, int w=1, int p=1) |
| static TString | formatF (double v, int w=1, int p=1) |
| static TString | formatR (double v, int w=1, int p=1) |
| static TString | formatLF (double v, int w=1, int p=1) |
| static TString | formatRF (double v, int w=1, int p=1) |
| static TString | formatG (double v, int w=1, int p=1) |
| static TString | formatLG (double v, int w=1, int p=1) |
| static TString | formatRG (double v, int w=1, int p=1) |
| static TString | formatI (int v, int w=1, int trailer=0) |
| static TString | doOrDont (bool b) |
| Static Public Attributes inherited from errorHandler | |
| static int | globalPrintLevel = 1 |
| Protected Member Functions inherited from ProfileLikelihood | |
| void | setup () |
| Protected Member Functions inherited from Likelihood | |
| void | setup () |
| void | clear () |
| bool | checkParameter (int p, bool shouldExist) |
| Protected Attributes inherited from ProfileLikelihood | |
| LKParameter * | sigPar |
| Protected Attributes inherited from Likelihood | |
| int | currentId |
| int | nParametersOfInterest |
| int | nActiveParameters |
| int | nNuisanceParameters |
| int | forcedNParametersOfInterest |
| bool | combinedMode |
| vector< LKParameter * > | MinuitParameters |
| map< int, LKParameter * > | parameters |
| double | sigmaHat |
| double | LogD |
| Protected Attributes inherited from XeStat | |
| TString | name |
| int | experiment |
| Static Protected Attributes inherited from XeStat | |
| static int | analysisMode = NO_ANALYSIS |
Detailed Description
implements 2D pdf profiled likelihood fitting.
It expects as inputs pdfObjects. It also implements safeguard.
Member Function Documentation
◆ computeTheLogLikelihood()
|
virtual |
- Returns
- Pure virtual method returning the log likelihood
- Parameters
-
none All parameters values set thru LKParameter
Implements Likelihood.
◆ getBkgComponent()
| pdfComponent * pdfLikelihood::getBkgComponent | ( | TString | name | ) |
returns current value of safeguard
Returns pointer to background component by name, first match is returned.
◆ getOverallBkgHisto()
| TH2F pdfLikelihood::getOverallBkgHisto | ( | ) |
returns the current overall background hostogram (with all background added up). Current means that is for the current set of parameters, so each bkg model is interpolated, scaled and then added to the others.
◆ getSafeguardedBkgPdf()
| TH2F pdfLikelihood::getSafeguardedBkgPdf | ( | ) |
returns (1-epsilon)Fb(x,y) + epsilon*Fs(x,y) with all uncertainties interpolated and added. this term is a full bkg pdf including also the non safeguarded bkgs TO BE USED IN THE "physics" likelihood
◆ getSafeguardedBkgPdfOnly()
| TH2F pdfLikelihood::getSafeguardedBkgPdfOnly | ( | ) |
returns (1-epsilon)Fb(x,y) + epsilon*Fs(x,y) for all bkg components that are considered for dafeguard, with all uncertainties interpolated and added. TO BE USED in the fit to calibration
◆ printEventSummary()
|
virtual |
prints a summary of all bkg and signal events with current parameter choice
Implements ProfileLikelihood.
The documentation for this class was generated from the following files:
- SOURCE/src/XeLikelihoods.h
- SOURCE/src/XeLikelihoods.cxx
