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ra2bRoostatsClass7.c
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//
// Owen Long, UCR
// Harrison Prosper, FSU
// Sezen Sekmen, FSU
//
//
#include "ra2bRoostatsClass7.h"
#include <iostream>
#include <string.h>
#include "TCanvas.h"
#include "TStyle.h"
#include "THStack.h"
#include "TLegend.h"
#include "TText.h"
#include "TFile.h"
#include "TTree.h"
#include "TRandom1.h"
#include "TRandom2.h"
#include "TH2F.h"
#include "TGaxis.h"
#include "TLine.h"
#include "TStringLong.h"
#include "RooArgSet.h"
#include "RooConstVar.h"
#include "RooTrace.h"
#include "RooUniform.h"
#include "RooStats/ProfileLikelihoodCalculator.h"
#include "RooStats/LikelihoodInterval.h"
#include "RooStats/LikelihoodIntervalPlot.h"
#include "RooStats/HypoTestResult.h"
//////////#include "LikelihoodIntervalPlot.cxx"
using namespace RooFit ;
using namespace RooStats ;
//=====================================================================================================
ra2bRoostatsClass7::ra2bRoostatsClass7( bool ArgUseSigTtwjVar, bool ArgUseLdpVars ) {
gStyle->SetOptStat(0) ;
useSigTtwjVar = ArgUseSigTtwjVar ;
useLdpVars = ArgUseLdpVars ;
//--- Tell RooFit to shut up about anything less important than an ERROR.
RooMsgService::instance().setGlobalKillBelow(RooFit::ERROR) ;
/// RooMsgService::instance().addStream(DEBUG,Topic(Tracing),OutputFile("debug.log")) ;
printf("\n\n ==== RooFit output configuration ===============\n") ;
RooMsgService::instance().Print("v") ;
printf("\n\n ================================================\n") ;
varsAtFitVals = false ;
initialized = false ;
}
//===================================================================
ra2bRoostatsClass7::~ra2bRoostatsClass7() { }
//===================================================================
bool ra2bRoostatsClass7::initialize( const char* infile ,
const char* inputScanFile, double m0, double m12, bool isT1bbbb, double t1bbbbXsec ) {
printf( "\n\n Opening input file : %s\n\n", infile ) ;
FILE* infp ;
if ( (infp=fopen( infile,"r"))==NULL ) {
printf("\n\n *** Problem opening input file: %s.\n\n", infile ) ;
return false ;
}
sprintf( initializeFile, "%s", infile ) ;
int Nsig ;
int Nsb ;
int Nsig_sl ;
int Nsb_sl ;
int Nsig_ldp ;
int Nsb_ldp ;
/// int Nhtonlytrig_lsb_0b ;
/// int Nhtonlytrig_lsb_0b_ldp ;
int Nsb_ee ;
int Nsig_ee ;
int Nsb_mm ;
int Nsig_mm ;
float Nttbarmc_sig_ldp ;
float Nttbarmc_sb_ldp ;
float NWJmc_sig_ldp ;
float NWJmc_sb_ldp ;
float NZnnmc_sig_ldp ;
float NZnnmc_sb_ldp ;
float NEwomc_sig_ldp ;
float NEwomc_sb_ldp ;
float NEwomc_sig ;
float NEwomc_sb ;
float sf_mc ;
float sf_mc_err ;
float sf_qcd_sb ;
float sf_qcd_sb_err ;
float sf_qcd_sig ;
float sf_qcd_sig_err ;
float sf_ttwj_sig ;
float sf_ttwj_sig_err ;
float sf_ee ;
float sf_ee_err ;
float sf_mm ;
float sf_mm_err ;
float Rlsb_passfail ;
float Rlsb_passfail_err ;
//--- read in description line.
printf("\n\n") ;
char c(0) ;
while ( c!=10 ) { c = fgetc( infp ) ; printf("%c", c ) ; }
printf("\n\n") ;
char label[1000] ;
//----- The order here matters!
fscanf( infp, "%s %d", label, &Nsig ) ; printf( "%s %d\n", label, Nsig ) ;
fscanf( infp, "%s %d", label, &Nsb ) ; printf( "%s %d\n", label, Nsb ) ;
fscanf( infp, "%s %d", label, &Nsig_sl ) ; printf( "%s %d\n", label, Nsig_sl ) ;
fscanf( infp, "%s %d", label, &Nsb_sl ) ; printf( "%s %d\n", label, Nsb_sl ) ;
fscanf( infp, "%s %d", label, &Nsig_ldp ) ; printf( "%s %d\n", label, Nsig_ldp ) ;
fscanf( infp, "%s %d", label, &Nsb_ldp ) ; printf( "%s %d\n", label, Nsb_ldp ) ;
fscanf( infp, "%s %d", label, &Nsb_ee ) ; printf( "%s %d\n", label, Nsb_ee ) ;
fscanf( infp, "%s %d", label, &Nsig_ee ) ; printf( "%s %d\n", label, Nsig_ee ) ;
fscanf( infp, "%s %d", label, &Nsb_mm ) ; printf( "%s %d\n", label, Nsb_mm ) ;
fscanf( infp, "%s %d", label, &Nsig_mm ) ; printf( "%s %d\n", label, Nsig_mm ) ;
fscanf( infp, "%s %g", label, &Rlsb_passfail ) ; printf( "%s %g\n", label, Rlsb_passfail ) ;
fscanf( infp, "%s %g", label, &Rlsb_passfail_err ) ; printf( "%s %g\n", label, Rlsb_passfail_err ) ;
fscanf( infp, "%s %g", label, &Nttbarmc_sig_ldp ) ; printf( "%s %g\n", label, Nttbarmc_sig_ldp ) ;
fscanf( infp, "%s %g", label, &Nttbarmc_sb_ldp ) ; printf( "%s %g\n", label, Nttbarmc_sb_ldp ) ;
fscanf( infp, "%s %g", label, &NWJmc_sig_ldp ) ; printf( "%s %g\n", label, NWJmc_sig_ldp ) ;
fscanf( infp, "%s %g", label, &NWJmc_sb_ldp ) ; printf( "%s %g\n", label, NWJmc_sb_ldp ) ;
fscanf( infp, "%s %g", label, &NZnnmc_sig_ldp ) ; printf( "%s %g\n", label, NZnnmc_sig_ldp ) ;
fscanf( infp, "%s %g", label, &NZnnmc_sb_ldp ) ; printf( "%s %g\n", label, NZnnmc_sb_ldp ) ;
fscanf( infp, "%s %g", label, &NEwomc_sig_ldp ) ; printf( "%s %g\n", label, NEwomc_sig_ldp ) ;
fscanf( infp, "%s %g", label, &NEwomc_sb_ldp ) ; printf( "%s %g\n", label, NEwomc_sb_ldp ) ;
fscanf( infp, "%s %g", label, &NEwomc_sig ) ; printf( "%s %g\n", label, NEwomc_sig ) ;
fscanf( infp, "%s %g", label, &NEwomc_sb ) ; printf( "%s %g\n", label, NEwomc_sb ) ;
fscanf( infp, "%s %g", label, &DataLumi ) ; printf( "%s %g\n", label, DataLumi ) ;
fscanf( infp, "%s %g", label, &acc_ee_sig_mean ) ; printf( "%s %g\n", label, acc_ee_sig_mean ) ;
fscanf( infp, "%s %g", label, &acc_ee_sig_err ) ; printf( "%s %g\n", label, acc_ee_sig_err ) ;
fscanf( infp, "%s %g", label, &acc_ee_sb_mean ) ; printf( "%s %g\n", label, acc_ee_sb_mean ) ;
fscanf( infp, "%s %g", label, &acc_ee_sb_err ) ; printf( "%s %g\n", label, acc_ee_sb_err ) ;
fscanf( infp, "%s %g", label, &acc_mm_sig_mean ) ; printf( "%s %g\n", label, acc_mm_sig_mean ) ;
fscanf( infp, "%s %g", label, &acc_mm_sig_err ) ; printf( "%s %g\n", label, acc_mm_sig_err ) ;
fscanf( infp, "%s %g", label, &acc_mm_sb_mean ) ; printf( "%s %g\n", label, acc_mm_sb_mean ) ;
fscanf( infp, "%s %g", label, &acc_mm_sb_err ) ; printf( "%s %g\n", label, acc_mm_sb_err ) ;
fscanf( infp, "%s %g", label, &eff_ee_mean ) ; printf( "%s %g\n", label, eff_ee_mean ) ;
fscanf( infp, "%s %g", label, &eff_ee_err ) ; printf( "%s %g\n", label, eff_ee_err ) ;
fscanf( infp, "%s %g", label, &eff_mm_mean ) ; printf( "%s %g\n", label, eff_mm_mean ) ;
fscanf( infp, "%s %g", label, &eff_mm_err ) ; printf( "%s %g\n", label, eff_mm_err ) ;
fscanf( infp, "%s %g", label, &Ztoll_lumi ) ; printf( "%s %g\n", label, Ztoll_lumi ) ;
fscanf( infp, "%s %g", label, &knn_ee_sig_mean ) ; printf( "%s %g\n", label, knn_ee_sig_mean ) ;
fscanf( infp, "%s %g", label, &knn_ee_sig_err ) ; printf( "%s %g\n", label, knn_ee_sig_err ) ;
fscanf( infp, "%s %g", label, &knn_ee_sb_mean ) ; printf( "%s %g\n", label, knn_ee_sb_mean ) ;
fscanf( infp, "%s %g", label, &knn_ee_sb_err ) ; printf( "%s %g\n", label, knn_ee_sb_err ) ;
fscanf( infp, "%s %g", label, &knn_mm_sig_mean ) ; printf( "%s %g\n", label, knn_mm_sig_mean ) ;
fscanf( infp, "%s %g", label, &knn_mm_sig_err ) ; printf( "%s %g\n", label, knn_mm_sig_err ) ;
fscanf( infp, "%s %g", label, &knn_mm_sb_mean ) ; printf( "%s %g\n", label, knn_mm_sb_mean ) ;
fscanf( infp, "%s %g", label, &knn_mm_sb_err ) ; printf( "%s %g\n", label, knn_mm_sb_err ) ;
fscanf( infp, "%s %g", label, &fsig_ee_mean ) ; printf( "fsig_ee_mean %s %g\n", label, fsig_ee_mean ) ;
fscanf( infp, "%s %g", label, &fsig_ee_err ) ; printf( "fsig_ee_err %s %g\n", label, fsig_ee_err ) ;
fscanf( infp, "%s %g", label, &fsig_mm_mean ) ; printf( "fsig_mm_mean %s %g\n", label, fsig_mm_mean ) ;
fscanf( infp, "%s %g", label, &fsig_mm_err ) ; printf( "fsig_mm_err %s %g\n", label, fsig_mm_err ) ;
fscanf( infp, "%s %g", label, &sf_mc ) ; printf( "sf_mc %s %g\n", label, sf_mc ) ;
fscanf( infp, "%s %g", label, &sf_mc_err ) ; printf( "sf_mc_err %s %g\n", label, sf_mc_err ) ;
fscanf( infp, "%s %g", label, &sf_qcd_sb ) ; printf( "sf_qcd_sb %s %g\n", label, sf_qcd_sb ) ;
fscanf( infp, "%s %g", label, &sf_qcd_sb_err ) ; printf( "sf_qcd_sb_err %s %g\n", label, sf_qcd_sb_err ) ;
fscanf( infp, "%s %g", label, &sf_qcd_sig ) ; printf( "sf_qcd_sig %s %g\n", label, sf_qcd_sig ) ;
fscanf( infp, "%s %g", label, &sf_qcd_sig_err ) ; printf( "sf_qcd_sig_err %s %g\n", label, sf_qcd_sig_err ) ;
fscanf( infp, "%s %g", label, &sf_ttwj_sig ) ; printf( "sf_ttwj_sig %s %g\n", label, sf_ttwj_sig ) ;
fscanf( infp, "%s %g", label, &sf_ttwj_sig_err ) ; printf( "sf_ttwj_sig_err %s %g\n", label, sf_ttwj_sig_err ) ;
fscanf( infp, "%s %g", label, &sf_ee ) ; printf( "sf_ee %s %g\n", label, sf_ee ) ;
fscanf( infp, "%s %g", label, &sf_ee_err ) ; printf( "sf_ee_err %s %g\n", label, sf_ee_err ) ;
fscanf( infp, "%s %g", label, &sf_mm ) ; printf( "sf_mm %s %g\n", label, sf_mm ) ;
fscanf( infp, "%s %g", label, &sf_mm_err ) ; printf( "sf_mm_err %s %g\n", label, sf_mm_err ) ;
printf("\n Done reading in %s\n\n", infile ) ;
fclose( infp ) ;
//---- calculations for determining initial values for floating parameters.
//-- Znunu stuff
float initialval_znn_sig_ee(2.) ;
float initialval_znn_sig_mm(2.) ;
float initialval_znn_sig(2.) ;
float initialval_znn_sb_ee(2.) ;
float initialval_znn_sb_mm(2.) ;
float initialval_znn_sb(2.) ;
initialval_znn_sig_ee = (Nsig_ee) * ( 5.95 * DataLumi * fsig_ee_mean * knn_ee_sig_mean ) / ( acc_ee_sig_mean * eff_ee_mean * Ztoll_lumi ) ;
initialval_znn_sb_ee = (Nsb_ee ) * ( 5.95 * DataLumi * fsig_ee_mean * knn_ee_sb_mean ) / ( acc_ee_sb_mean * eff_ee_mean * Ztoll_lumi ) ;
initialval_znn_sig_mm = (Nsig_mm) * ( 5.95 * DataLumi * fsig_mm_mean * knn_mm_sig_mean ) / ( acc_mm_sig_mean * eff_mm_mean * Ztoll_lumi ) ;
initialval_znn_sb_mm = (Nsb_mm ) * ( 5.95 * DataLumi * fsig_mm_mean * knn_mm_sb_mean ) / ( acc_mm_sb_mean * eff_mm_mean * Ztoll_lumi ) ;
//-- really dumb ave.
initialval_znn_sig = 0.5 * ( initialval_znn_sig_ee + initialval_znn_sig_mm ) ;
initialval_znn_sb = 0.5 * ( initialval_znn_sb_ee + initialval_znn_sb_mm ) ;
/////--- QCD lsb stuff
/// double initialval_qcd_lsb_0b = Nhtonlytrig_lsb_0b ;
/// double initialval_qcd_lsb_0b_ldp = Nhtonlytrig_lsb_0b_ldp ;
//--- QCD ldp stuff
double initialval_qcd_sig_ldp = Nsig_ldp - ( Nttbarmc_sig_ldp + NWJmc_sig_ldp + NZnnmc_sig_ldp + NEwomc_sig_ldp ) ;
double initialval_qcd_sb_ldp = Nsb_ldp - ( Nttbarmc_sb_ldp + NWJmc_sb_ldp + NZnnmc_sb_ldp + NEwomc_sb_ldp ) ;
//--- QCD sig and sb stuff
/// if ( Nhtonlytrig_lsb_0b_ldp <= 0 ) {
/// printf("\n\n\n *** Nhtonlytrig_lsb_0b_ldp has a crazy value (%d). I quit.\n\n\n", Nhtonlytrig_lsb_0b_ldp ) ;
/// return false ;
/// }
/// double Rldp = initialval_qcd_lsb_0b / initialval_qcd_lsb_0b_ldp ;
double initialval_qcd_sig = Rlsb_passfail * initialval_qcd_sig_ldp ;
double initialval_qcd_sb = Rlsb_passfail * initialval_qcd_sb_ldp ;
//--- ttwj SL
double initialval_ttwj_sig_sl = Nsig_sl ;
double initialval_ttwj_sb_sl = Nsb_sl ;
//--- ttwj sig and sb
if ( initialval_ttwj_sb_sl <= 0 ) {
printf("\n\n\n *** initialval_ttwj_sb_sl has a crazy value (%.1f). I quit.\n\n\n", initialval_ttwj_sb_sl ) ;
return false ;
}
double initialval_ttwj_sb = Nsb - ( initialval_qcd_sb + initialval_znn_sb ) ;
double initialval_ttwj_sig = initialval_ttwj_sb * ( initialval_ttwj_sig_sl / initialval_ttwj_sb_sl ) ;
printf("\n\n\n --------- Observables and floating parameter initial values. ------------\n\n") ;
printf(" | Nobs || ttwj | QCD | Znn |\n") ;
printf(" SIG | %5d || %5.1f | %5.1f | %5.1f |\n", Nsig, initialval_ttwj_sig, initialval_qcd_sig, initialval_znn_sig ) ;
printf(" SB | %5d || %5.1f | %5.1f | %5.1f |\n", Nsb , initialval_ttwj_sb , initialval_qcd_sb , initialval_znn_sb ) ;
printf(" SIG,LDP | %5d ||*%5.1f | %5.1f |*%5.1f |\n", Nsig_ldp, (Nttbarmc_sig_ldp+NWJmc_sig_ldp+NEwomc_sig_ldp), initialval_qcd_sig_ldp, NZnnmc_sig_ldp ) ;
printf(" SB ,LDP | %5d ||*%5.1f | %5.1f |*%5.1f |\n", Nsb_ldp , (Nttbarmc_sb_ldp +NWJmc_sb_ldp +NEwomc_sb_ldp) , initialval_qcd_sb_ldp , NZnnmc_sb_ldp ) ;
printf("\n * means fixed MC value.\n\n\n") ;
//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
printf(" --- Defining observables.\n" ) ;
rv_Nsig = new RooRealVar( "Nsig" , "Nsig" , 0.0, 1000000. ) ;
rv_Nsb = new RooRealVar( "Nsb" , "Nsb" , 0.0, 1000000. ) ;
rv_Nsig_sl = new RooRealVar( "Nsig_sl" , "Nsig_sl" , 0.0, 1000000. ) ;
rv_Nsb_sl = new RooRealVar( "Nsb_sl" , "Nsb_sl" , 0.0, 1000000. ) ;
rv_Nsig_ldp = new RooRealVar( "Nsig_ldp" , "Nsig_ldp" , 0.0, 1000000. ) ;
rv_Nsb_ldp = new RooRealVar( "Nsb_ldp" , "Nsb_ldp" , 0.0, 1000000. ) ;
/// rv_Nlsb_0b = new RooRealVar( "Nlsb_0b" , "Nlsb_0b" , 0.0, 1000000. ) ;
/// rv_Nlsb_0b_ldp = new RooRealVar( "Nlsb_0b_ldp" , "Nlsb_0b_ldp" , 0.0, 1000000. ) ;
rv_Nsb_ee = new RooRealVar( "Nsb_ee" ,"Nsb_ee" , 0., 10000. ) ;
rv_Nsig_ee = new RooRealVar( "Nsig_ee" ,"Nsig_ee" , 0., 10000. ) ;
rv_Nsb_mm = new RooRealVar( "Nsb_mm" ,"Nsb_mm" , 0., 10000. ) ;
rv_Nsig_mm = new RooRealVar( "Nsig_mm" ,"Nsig_mm" , 0., 10000. ) ;
rv_Nsig -> setVal( Nsig ) ;
rv_Nsb -> setVal( Nsb ) ;
rv_Nsig_sl -> setVal( Nsig_sl ) ;
rv_Nsb_sl -> setVal( Nsb_sl ) ;
rv_Nsig_ldp -> setVal( Nsig_ldp ) ;
rv_Nsb_ldp -> setVal( Nsb_ldp ) ;
/// rv_Nlsb_0b -> setVal( Nhtonlytrig_lsb_0b ) ;
/// rv_Nlsb_0b_ldp -> setVal( Nhtonlytrig_lsb_0b_ldp ) ;
rv_Nsb_ee -> setVal( Nsb_ee ) ;
rv_Nsig_ee -> setVal( Nsig_ee ) ;
rv_Nsb_mm -> setVal( Nsb_mm ) ;
rv_Nsig_mm -> setVal( Nsig_mm ) ;
//++++++++ Parameters of the likelihood +++++++++++++++++++++++++++++++++++++++++
printf(" --- Defining parameters.\n" ) ;
//____ Counts in SIG ______________________
if ( useSigTtwjVar ) {
rrv_mu_ttwj_sig = new RooRealVar( "mu_ttwj_sig" , "mu_ttwj_sig" , 0.0, 10000. ) ;
rv_mu_ttwj_sig = rrv_mu_ttwj_sig ;
rrv_mu_ttwj_sig -> setVal( initialval_ttwj_sig ) ; //-- this is a starting value only.
}
if ( !useLdpVars ) {
rrv_mu_qcd_sig = new RooRealVar( "mu_qcd_sig" , "mu_qcd_sig" , 0.0, 200. ) ;
rv_mu_qcd_sig = rrv_mu_qcd_sig ;
rrv_mu_qcd_sig -> setVal( initialval_qcd_sig ) ; //-- this is a starting value only.
}
//-- Note: Ewo is rfv
rv_mu_znn_sig = new RooRealVar( "mu_znn_sig" , "mu_znn_sig" , 0.0, 300. ) ;
float maxSusySig = 4.0*Nsig ;
rv_mu_susy_sig = new RooRealVar( "mu_susy_sig" , "mu_susy_sig" , 0.0, maxSusySig ) ;
rv_mu_znn_sig -> setVal( initialval_znn_sig ) ; //-- this is a starting value only.
rv_mu_susy_sig -> setVal( 0. ) ; //-- this is a starting value only.
//____ Counts in SB ______________________
if ( !useSigTtwjVar ) {
rrv_mu_ttwj_sb = new RooRealVar( "mu_ttwj_sb" , "mu_ttwj_sb" , 0.0, 10000. ) ;
rv_mu_ttwj_sb = rrv_mu_ttwj_sb ;
rrv_mu_ttwj_sb -> setVal( initialval_ttwj_sb ) ; //-- this is a starting value only.
}
if ( !useLdpVars ) {
rrv_mu_qcd_sb = new RooRealVar( "mu_qcd_sb" , "mu_qcd_sb" , 0.0, 500. ) ;
rv_mu_qcd_sb = rrv_mu_qcd_sb ;
rrv_mu_qcd_sb -> setVal( initialval_qcd_sb ) ; //-- this is a starting value only.
}
//-- Note: QCD is rfv
//-- Note: Ewo is rfv
//-- Note: SUSY is rfv
rrv_mu_znn_sb = new RooRealVar( "mu_znn_sb" , "mu_znn_sb" , 0.0, 350. ) ;
rrv_mu_znn_sb -> setVal( initialval_znn_sb ) ; //-- this is a starting value only.
rv_mu_znn_sb = rrv_mu_znn_sb ;
//-- Note: Znn is rfv in Znn model 2.
//____ Counts in SIG, SL ______________________
rv_mu_ttwj_sig_sl = new RooRealVar( "mu_ttwj_sig_sl" , "mu_ttwj_sig_sl" , 0.0, 2500. ) ;
//-- Note: QCD, Ewo, and Znn are assumed to be negligible and are not explicitly included.
//-- Note: SUSY is rfv
rv_mu_ttwj_sig_sl -> setVal( initialval_ttwj_sig_sl ) ; //-- this is a starting value only.
//____ Counts in SB, SL ______________________
rv_mu_ttwj_sb_sl = new RooRealVar( "mu_ttwj_sb_sl" , "mu_ttwj_sb_sl" , 0.0, 3000. ) ;
//-- Note: QCD, Ewo, and Znn are assumed to be negligible and are not explicitly included.
//-- Note: SUSY is rfv
rv_mu_ttwj_sb_sl -> setVal( initialval_ttwj_sb_sl ) ; //-- this is a starting value only.
//____ Counts in SIG, LDP ______________________
if ( useLdpVars ) {
rrv_mu_qcd_sig_ldp = new RooRealVar( "mu_qcd_sig_ldp" , "mu_qcd_sig_ldp" , 0.0, 3500. ) ;
rv_mu_qcd_sig_ldp = rrv_mu_qcd_sig_ldp ;
rrv_mu_qcd_sig_ldp -> setVal( initialval_qcd_sig_ldp ) ; //-- this is a starting value only.
}
//-- Note: Ewo is assumed to be negligible and is not explicitly included.
//-- Note: Znn is rfv (MC)
//-- Note: ttwj is rfv (MC)
//-- Note: SUSY is rfv
//____ Counts in SB, LDP ______________________
if ( useLdpVars ) {
rrv_mu_qcd_sb_ldp = new RooRealVar( "mu_qcd_sb_ldp" , "mu_qcd_sb_ldp" , 0.0, 3000. ) ;
rv_mu_qcd_sb_ldp = rrv_mu_qcd_sb_ldp ;
rrv_mu_qcd_sb_ldp -> setVal( initialval_qcd_sb_ldp ) ; //-- this is a starting value only.
}
//-- Note: Ewo is assumed to be negligible and is not explicitly included.
//-- Note: Znn is rfv (MC)
//-- Note: ttwj is rfv (MC)
//-- Note: SUSY is rfv
// //____ Counts in LSB, 0b ______________________
// rv_mu_qcd_lsb_0b = new RooRealVar( "mu_qcd_lsb_0b" , "mu_qcd_lsb_0b" , 0. , 10000. ) ;
// //-- Note: The 0btag LSB is assumed to be 100% QCD.
// rv_mu_qcd_lsb_0b -> setVal( initialval_qcd_lsb_0b ) ; //-- this is a starting value only.
// //____ Counts in LSB, 0b, LDP ______________________
// rv_mu_qcd_lsb_0b_ldp = new RooRealVar( "mu_qcd_lsb_0b_ldp" , "mu_qcd_lsb_0b_ldp", 0. , 10000. ) ;
// //-- Note: The 0btag LSB, LDP is assumed to be 100% QCD.
// rv_mu_qcd_lsb_0b_ldp -> setVal( initialval_qcd_lsb_0b_ldp ) ; //-- this is a starting value only.
//____ Counts in SB, ee ______________________
//-- Note: The Z to ee sample is assumed to be 100% Z to ee.
//-- Note: zee is rfv
//____ Counts in SIG, ee ______________________
//-- Note: The Z to ee sample is assumed to be 100% Z to ee.
//-- Note: zee is rfv
//____ Counts in SB, mm ______________________
//-- Note: The Z to mm sample is assumed to be 100% Z to mm.
//-- Note: zmm is rfv
//____ Counts in SIG, mm ______________________
//-- Note: The Z to mm sample is assumed to be 100% Z to mm.
//-- Note: zmm is rfv
//____ MC inputs _______________________________
printf(" --- Defining MC parameters.\n" ) ;
//-- SUSY
rv_mu_susymc_sig = new RooRealVar( "mu_susymc_sig" , "mu_susymc_sig" , 0.0, 100000. ) ;
rv_mu_susymc_sb = new RooRealVar( "mu_susymc_sb" , "mu_susymc_sb" , 0.0, 100000. ) ;
rv_mu_susymc_sig_sl = new RooRealVar( "mu_susymc_sig_sl" , "mu_susymc_sig_sl" , 0.0, 100000. ) ;
rv_mu_susymc_sb_sl = new RooRealVar( "mu_susymc_sb_sl" , "mu_susymc_sb_sl" , 0.0, 100000. ) ;
rv_mu_susymc_sig_ldp = new RooRealVar( "mu_susymc_sig_ldp" , "mu_susymc_sig_ldp" , 0.0, 100000. ) ;
rv_mu_susymc_sb_ldp = new RooRealVar( "mu_susymc_sb_ldp" , "mu_susymc_sb_ldp" , 0.0, 100000. ) ;
rv_mu_susymc_sig -> setVal( 0.1 ) ;
rv_mu_susymc_sb -> setVal( 0. ) ;
rv_mu_susymc_sig_sl -> setVal( 0. ) ;
rv_mu_susymc_sb_sl -> setVal( 0. ) ;
rv_mu_susymc_sig_ldp -> setVal( 0. ) ;
rv_mu_susymc_sb_ldp -> setVal( 0. ) ;
rv_mu_susymc_sig -> setConstant(kTRUE) ;
rv_mu_susymc_sb -> setConstant(kTRUE) ;
rv_mu_susymc_sig_sl -> setConstant(kTRUE) ;
rv_mu_susymc_sb_sl -> setConstant(kTRUE) ;
rv_mu_susymc_sig_ldp -> setConstant(kTRUE) ;
rv_mu_susymc_sb_ldp -> setConstant(kTRUE) ;
//-- SIG, LDP
rv_mu_ttbarmc_sig_ldp = new RooRealVar( "mu_ttbarmc_sig_ldp" ,"mu_ttbarmc_sig_ldp" , 0., 1000. ) ;
rv_mu_WJmc_sig_ldp = new RooRealVar( "mu_WJmc_sig_ldp" ,"mu_WJmc_sig_ldp" , 0., 1000. ) ;
rv_mu_Znnmc_sig_ldp = new RooRealVar( "mu_Znnmc_sig_ldp" ,"mu_Znnmc_sig_ldp" , 0., 1000. ) ;
rv_mu_Ewomc_sig_ldp = new RooRealVar( "mu_Ewomc_sig_ldp" ,"mu_Ewomc_sig_ldp" , 0., 1000. ) ;
rv_mu_ttbarmc_sig_ldp -> setVal( Nttbarmc_sig_ldp ) ;
rv_mu_WJmc_sig_ldp -> setVal( NWJmc_sig_ldp ) ;
rv_mu_Znnmc_sig_ldp -> setVal( NZnnmc_sig_ldp ) ;
rv_mu_Ewomc_sig_ldp -> setVal( NEwomc_sig_ldp ) ;
rv_mu_ttbarmc_sig_ldp -> setConstant( kTRUE ) ;
rv_mu_WJmc_sig_ldp -> setConstant( kTRUE ) ;
rv_mu_Znnmc_sig_ldp -> setConstant( kTRUE ) ;
rv_mu_Ewomc_sig_ldp -> setConstant( kTRUE ) ;
//-- SB, LDP
rv_mu_ttbarmc_sb_ldp = new RooRealVar( "mu_ttbarmc_sb_ldp" ,"mu_ttbarmc_sb_ldp" , 0., 1000. ) ;
rv_mu_WJmc_sb_ldp = new RooRealVar( "mu_WJmc_sb_ldp" ,"mu_WJmc_sb_ldp" , 0., 1000. ) ;
rv_mu_Znnmc_sb_ldp = new RooRealVar( "mu_Znnmc_sb_ldp" ,"mu_Znnmc_sb_ldp" , 0., 1000. ) ;
rv_mu_Ewomc_sb_ldp = new RooRealVar( "mu_Ewomc_sb_ldp" ,"mu_Ewomc_sb_ldp" , 0., 1000. ) ;
rv_mu_ttbarmc_sb_ldp -> setVal( Nttbarmc_sb_ldp ) ;
rv_mu_WJmc_sb_ldp -> setVal( NWJmc_sb_ldp ) ;
rv_mu_Znnmc_sb_ldp -> setVal( NZnnmc_sb_ldp ) ;
rv_mu_Ewomc_sb_ldp -> setVal( NEwomc_sb_ldp ) ;
rv_mu_ttbarmc_sb_ldp -> setConstant( kTRUE ) ;
rv_mu_WJmc_sb_ldp -> setConstant( kTRUE ) ;
rv_mu_Znnmc_sb_ldp -> setConstant( kTRUE ) ;
rv_mu_Ewomc_sb_ldp -> setConstant( kTRUE ) ;
//-- SIG
rv_mu_Ewomc_sig = new RooRealVar( "mu_Ewomc_sig" ,"mu_Ewomc_sig" , 0., 1000. ) ;
rv_mu_Ewomc_sig -> setVal( NEwomc_sig ) ;
rv_mu_Ewomc_sig -> setConstant( kTRUE ) ;
//-- SB
rv_mu_Ewomc_sb = new RooRealVar( "mu_Ewomc_sb" ,"mu_Ewomc_sb" , 0., 1000. ) ;
rv_mu_Ewomc_sb -> setVal( NEwomc_sb ) ;
rv_mu_Ewomc_sb -> setConstant( kTRUE ) ;
//+++++++ Gaussian constraints ++++++++++++++++++++++++++++++++
printf(" --- Defining Gaussian constraint and constant parameters.\n" ) ;
//_______ Efficiency scale factor. Applied to SUSY and all MC inputs _______________
// August 23, 2011: switching to correlated log-normal PDFs
//
//
// double pmin, pmax ;
//--- mean parameters.
rv_mean_eff_sf_sig = new RooRealVar( "mean_eff_sf_sig" , "mean_eff_sf_sig", 0., 10. ) ;
rv_mean_eff_sf_sb = new RooRealVar( "mean_eff_sf_sb" , "mean_eff_sf_sb", 0., 10. ) ;
rv_mean_eff_sf_sig_sl = new RooRealVar( "mean_eff_sf_sig_sl" , "mean_eff_sf_sig_sl", 0., 10. ) ;
rv_mean_eff_sf_sb_sl = new RooRealVar( "mean_eff_sf_sb_sl" , "mean_eff_sf_sb_sl", 0., 10. ) ;
rv_mean_eff_sf_sig_ldp = new RooRealVar( "mean_eff_sf_sig_ldp", "mean_eff_sf_sig_ldp", 0., 10. ) ;
rv_mean_eff_sf_sb_ldp = new RooRealVar( "mean_eff_sf_sb_ldp" , "mean_eff_sf_sb_ldp", 0., 10. ) ;
//--- width parameters.
rv_width_eff_sf_sig = new RooRealVar( "width_eff_sf_sig" , "width_eff_sf_sig", 0., 10. ) ;
rv_width_eff_sf_sb = new RooRealVar( "width_eff_sf_sb" , "width_eff_sf_sb", 0., 10. ) ;
rv_width_eff_sf_sig_sl = new RooRealVar( "width_eff_sf_sig_sl" , "width_eff_sf_sig_sl", 0., 10. ) ;
rv_width_eff_sf_sb_sl = new RooRealVar( "width_eff_sf_sb_sl" , "width_eff_sf_sb_sl", 0., 10. ) ;
rv_width_eff_sf_sig_ldp = new RooRealVar( "width_eff_sf_sig_ldp", "width_eff_sf_sig_ldp", 0., 10. ) ;
rv_width_eff_sf_sb_ldp = new RooRealVar( "width_eff_sf_sb_ldp" , "width_eff_sf_sb_ldp", 0., 10. ) ;
rv_mean_eff_sf_sig -> setVal( 1.00 ) ;
rv_mean_eff_sf_sb -> setVal( 1.00 ) ;
rv_mean_eff_sf_sig_sl -> setVal( 1.00 ) ;
rv_mean_eff_sf_sb_sl -> setVal( 1.00 ) ;
rv_mean_eff_sf_sig_ldp -> setVal( 1.00 ) ;
rv_mean_eff_sf_sb_ldp -> setVal( 1.00 ) ;
rv_mean_eff_sf_sig -> setConstant( kTRUE ) ;
rv_mean_eff_sf_sb -> setConstant( kTRUE ) ;
rv_mean_eff_sf_sig_sl -> setConstant( kTRUE ) ;
rv_mean_eff_sf_sb_sl -> setConstant( kTRUE ) ;
rv_mean_eff_sf_sig_ldp -> setConstant( kTRUE ) ;
rv_mean_eff_sf_sb_ldp -> setConstant( kTRUE ) ;
//--- Initialize all width parameters to 15%. They will be reset in the susy scan.
rv_width_eff_sf_sig -> setVal( 0.15 ) ;
rv_width_eff_sf_sb -> setVal( 0.15 ) ;
rv_width_eff_sf_sig_sl -> setVal( 0.15 ) ;
rv_width_eff_sf_sb_sl -> setVal( 0.15 ) ;
rv_width_eff_sf_sig_ldp -> setVal( 0.15 ) ;
rv_width_eff_sf_sb_ldp -> setVal( 0.15 ) ;
rv_width_eff_sf_sig -> setConstant( kTRUE ) ;
rv_width_eff_sf_sb -> setConstant( kTRUE ) ;
rv_width_eff_sf_sig_sl -> setConstant( kTRUE ) ;
rv_width_eff_sf_sb_sl -> setConstant( kTRUE ) ;
rv_width_eff_sf_sig_ldp -> setConstant( kTRUE ) ;
rv_width_eff_sf_sb_ldp -> setConstant( kTRUE ) ;
//
// Owen : Sept 7, 2011: need to set these here so that it gets into the workspace.
//
//++++++++++
setSusyScanPoint( inputScanFile, m0, m12, isT1bbbb, t1bbbbXsec ) ;
//++++++++++
//--- Systematics and other nuisance parameters
char formula[1024];
RooArgSet globalObservables ("globalObservables");
RooArgSet allNuisances ("allNuisances");
RooArgSet allNuisancePdfs ("allNuisancePdfs");
RooRealVar Rlsb_passfail_prim ( "Rlsb_passfail_prim", "Rlsb_passfail_prim", 0, -5, 5);
RooRealVar Rlsb_passfail_nom ( "Rlsb_passfail_nom", "Rlsb_passfail_nom", 0, -5, 5);
RooGaussian pdf_Rlsb_passfail ("pdf_Rlsb_passfail" , "pdf_Rlsb_passfail", Rlsb_passfail_prim, Rlsb_passfail_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", Rlsb_passfail, exp(Rlsb_passfail_err/Rlsb_passfail));
RooFormulaVar fv_Rlsb_passfail ("Rlsb_passfail", formula, RooArgList(Rlsb_passfail_prim));
Rlsb_passfail_nom.setConstant();
globalObservables.add (Rlsb_passfail_nom);
allNuisances.add (Rlsb_passfail_prim);
allNuisancePdfs.add (pdf_Rlsb_passfail);
RooRealVar acc_ee_sig_prim ( "acc_ee_sig_prim", "acc_ee_sig_prim", 0, -5, 5);
RooRealVar acc_ee_sig_nom ( "acc_ee_sig_nom", "acc_ee_sig_nom", 0, -5, 5);
RooGaussian pdf_acc_ee_sig ("pdf_acc_ee_sig" , "pdf_acc_ee_sig", acc_ee_sig_prim, acc_ee_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", acc_ee_sig_mean, exp(acc_ee_sig_err/acc_ee_sig_mean));
RooFormulaVar fv_acc_ee_sig ("acc_ee_sig", formula, RooArgList(acc_ee_sig_prim));
acc_ee_sig_nom.setConstant();
globalObservables.add (acc_ee_sig_nom);
allNuisances.add (acc_ee_sig_prim);
allNuisancePdfs.add (pdf_acc_ee_sig);
RooRealVar acc_ee_sb_prim ( "acc_ee_sb_prim", "acc_ee_sb_prim", 0, -5, 5);
RooRealVar acc_ee_sb_nom ( "acc_ee_sb_nom", "acc_ee_sb_nom", 0, -5, 5);
RooGaussian pdf_acc_ee_sb ("pdf_acc_ee_sb" , "pdf_acc_ee_sb", acc_ee_sb_prim, acc_ee_sb_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", acc_ee_sb_mean, exp(acc_ee_sb_err/acc_ee_sb_mean));
RooFormulaVar fv_acc_ee_sb ("acc_ee_sb", formula, RooArgList(acc_ee_sb_prim));
acc_ee_sb_nom.setConstant();
globalObservables.add (acc_ee_sb_nom);
allNuisances.add (acc_ee_sb_prim);
allNuisancePdfs.add (pdf_acc_ee_sb);
RooRealVar acc_mm_sig_prim ( "acc_mm_sig_prim", "acc_mm_sig_prim", 0, -5, 5);
RooRealVar acc_mm_sig_nom ( "acc_mm_sig_nom", "acc_mm_sig_nom", 0, -5, 5);
RooGaussian pdf_acc_mm_sig ("pdf_acc_mm_sig" , "pdf_acc_mm_sig", acc_mm_sig_prim, acc_mm_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", acc_mm_sig_mean, exp(acc_mm_sig_err/acc_mm_sig_mean));
RooFormulaVar fv_acc_mm_sig ("acc_mm_sig", formula, RooArgList(acc_mm_sig_prim));
acc_mm_sig_nom.setConstant();
globalObservables.add (acc_mm_sig_nom);
allNuisances.add (acc_mm_sig_prim);
allNuisancePdfs.add (pdf_acc_mm_sig);
RooRealVar acc_mm_sb_prim ( "acc_mm_sb_prim", "acc_mm_sb_prim", 0, -5, 5);
RooRealVar acc_mm_sb_nom ( "acc_mm_sb_nom", "acc_mm_sb_nom", 0, -5, 5);
RooGaussian pdf_acc_mm_sb ("pdf_acc_mm_sb" , "pdf_acc_mm_sb", acc_mm_sb_prim, acc_mm_sb_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", acc_mm_sb_mean, exp(acc_mm_sb_err/acc_mm_sb_mean));
RooFormulaVar fv_acc_mm_sb ("acc_mm_sb", formula, RooArgList(acc_mm_sb_prim));
acc_mm_sb_nom.setConstant();
globalObservables.add (acc_mm_sb_nom);
allNuisances.add (acc_mm_sb_prim);
allNuisancePdfs.add (pdf_acc_mm_sb);
RooRealVar eff_ee_prim ( "eff_ee_prim", "eff_ee_prim", 0, -5, 5);
RooRealVar eff_ee_nom ( "eff_ee_nom", "eff_ee_nom", 0, -5, 5);
RooGaussian pdf_eff_ee ("pdf_eff_ee" , "pdf_eff_ee", eff_ee_prim, eff_ee_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", eff_ee_mean, exp(eff_ee_err/eff_ee_mean));
RooFormulaVar fv_eff_ee ("eff_ee", formula, RooArgList(eff_ee_prim));
eff_ee_nom.setConstant();
globalObservables.add (eff_ee_nom);
allNuisances.add (eff_ee_prim);
allNuisancePdfs.add (pdf_eff_ee);
RooRealVar eff_mm_prim ( "eff_mm_prim", "eff_mm_prim", 0, -5, 5);
RooRealVar eff_mm_nom ( "eff_mm_nom", "eff_mm_nom", 0, -5, 5);
RooGaussian pdf_eff_mm ("pdf_eff_mm" , "pdf_eff_mm", eff_mm_prim, eff_mm_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", eff_mm_mean, exp(eff_mm_err/eff_mm_mean));
RooFormulaVar fv_eff_mm ("eff_mm", formula, RooArgList(eff_mm_prim));
eff_mm_nom.setConstant();
globalObservables.add (eff_mm_nom);
allNuisances.add (eff_mm_prim);
allNuisancePdfs.add (pdf_eff_mm);
RooRealVar fsig_ee_prim ( "fsig_ee_prim", "fsig_ee_prim", 0, -5, 5);
RooRealVar fsig_ee_nom ( "fsig_ee_nom", "fsig_ee_nom", 0, -5, 5);
RooGaussian pdf_fsig_ee ("pdf_fsig_ee" , "pdf_fsig_ee", fsig_ee_prim, fsig_ee_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", fsig_ee_mean, exp(fsig_ee_err/fsig_ee_mean));
RooFormulaVar fv_fsig_ee ("fsig_ee", formula, RooArgList(fsig_ee_prim));
fsig_ee_nom.setConstant();
globalObservables.add (fsig_ee_nom);
allNuisances.add (fsig_ee_prim);
allNuisancePdfs.add (pdf_fsig_ee);
RooRealVar fsig_mm_prim ( "fsig_mm_prim", "fsig_mm_prim", 0, -5, 5);
RooRealVar fsig_mm_nom ( "fsig_mm_nom", "fsig_mm_nom", 0, -5, 5);
RooGaussian pdf_fsig_mm ("pdf_fsig_mm" , "pdf_fsig_mm", fsig_mm_prim, fsig_mm_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", fsig_mm_mean, exp(fsig_mm_err/fsig_mm_mean));
RooFormulaVar fv_fsig_mm ("fsig_mm", formula, RooArgList(fsig_mm_prim));
fsig_mm_nom.setConstant();
globalObservables.add (fsig_mm_nom);
allNuisances.add (fsig_mm_prim);
allNuisancePdfs.add (pdf_fsig_mm);
//--- Nov 24, 2011: sf_ee and sf_mm are now derived from a common underlying Gaussian.
RooRealVar sf_ll_prim ( "sf_ll_prim", "sf_ll_prim", 0, -5, 5);
RooRealVar sf_ll_nom ( "sf_ll_nom", "sf_ll_nom", 0, -5, 5);
RooGaussian pdf_sf_ll ("pdf_sf_ll" , "pdf_sf_ll", sf_ll_prim, sf_ll_nom, RooConst(1));
sf_ll_nom.setConstant();
globalObservables.add (sf_ll_nom);
allNuisances.add (sf_ll_prim);
allNuisancePdfs.add (pdf_sf_ll);
sprintf (formula, "%f*pow(%f,@0)", sf_ee, exp(sf_ee_err/sf_ee));
RooFormulaVar fv_sf_ee ("sf_ee", formula, RooArgList(sf_ll_prim));
sprintf (formula, "%f*pow(%f,@0)", sf_mm, exp(sf_mm_err/sf_mm));
RooFormulaVar fv_sf_mm ("sf_mm", formula, RooArgList(sf_ll_prim));
RooRealVar sf_mc_prim ( "sf_mc_prim", "sf_mc_prim", 0, -5, 5);
RooRealVar sf_mc_nom ( "sf_mc_nom", "sf_mc_nom", 0, -5, 5);
RooGaussian pdf_sf_mc ("pdf_sf_mc" , "pdf_sf_mc", sf_mc_prim, sf_mc_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", sf_mc, exp(sf_mc_err/sf_mc));
RooFormulaVar fv_sf_mc ("sf_mc", formula, RooArgList(sf_mc_prim));
sf_mc_nom.setConstant();
globalObservables.add (sf_mc_nom);
allNuisances.add (sf_mc_prim);
allNuisancePdfs.add (pdf_sf_mc);
RooRealVar sf_qcd_sb_prim ( "sf_qcd_sb_prim", "sf_qcd_sb_prim", 0, -5, 5);
RooRealVar sf_qcd_sb_nom ( "sf_qcd_sb_nom", "sf_qcd_sb_nom", 0, -5, 5);
RooGaussian pdf_sf_qcd_sb ("pdf_sf_qcd_sb" , "pdf_sf_qcd_sb", sf_qcd_sb_prim, sf_qcd_sb_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", sf_qcd_sb, exp(sf_qcd_sb_err/sf_qcd_sb));
RooFormulaVar fv_sf_qcd_sb ("sf_qcd_sb", formula, RooArgList(sf_qcd_sb_prim));
sf_qcd_sb_nom.setConstant();
globalObservables.add (sf_qcd_sb_nom);
allNuisances.add (sf_qcd_sb_prim);
allNuisancePdfs.add (pdf_sf_qcd_sb);
RooRealVar sf_qcd_sig_prim ( "sf_qcd_sig_prim", "sf_qcd_sig_prim", 0, -5, 5);
RooRealVar sf_qcd_sig_nom ( "sf_qcd_sig_nom", "sf_qcd_sig_nom", 0, -5, 5);
RooGaussian pdf_sf_qcd_sig ("pdf_sf_qcd_sig" , "pdf_sf_qcd_sig", sf_qcd_sig_prim, sf_qcd_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", sf_qcd_sig, exp(sf_qcd_sig_err/sf_qcd_sig));
RooFormulaVar fv_sf_qcd_sig ("sf_qcd_sig", formula, RooArgList(sf_qcd_sig_prim));
sf_qcd_sig_nom.setConstant();
globalObservables.add (sf_qcd_sig_nom);
allNuisances.add (sf_qcd_sig_prim);
allNuisancePdfs.add (pdf_sf_qcd_sig);
RooRealVar sf_ttwj_sig_prim ( "sf_ttwj_sig_prim", "sf_ttwj_sig_prim", 0, -5, 5);
RooRealVar sf_ttwj_sig_nom ( "sf_ttwj_sig_nom", "sf_ttwj_sig_nom", 0, -5, 5);
RooGaussian pdf_sf_ttwj_sig ("pdf_sf_ttwj_sig" , "pdf_sf_ttwj_sig", sf_ttwj_sig_prim, sf_ttwj_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", sf_ttwj_sig, exp(sf_ttwj_sig_err/sf_ttwj_sig));
RooFormulaVar fv_sf_ttwj_sig ("sf_ttwj_sig", formula, RooArgList(sf_ttwj_sig_prim));
sf_ttwj_sig_nom.setConstant();
globalObservables.add (sf_ttwj_sig_nom);
allNuisances.add (sf_ttwj_sig_prim);
allNuisancePdfs.add (pdf_sf_ttwj_sig);
//--------------------------------------
RooRealVar knn_ee_sig_prim ( "knn_ee_sig_prim", "knn_ee_sig_prim", 0, -5, 5);
RooRealVar knn_ee_sig_nom ( "knn_ee_sig_nom", "knn_ee_sig_nom", 0, -5, 5);
RooGaussian pdf_knn_ee_sig ("pdf_knn_ee_sig" , "pdf_knn_ee_sig", knn_ee_sig_prim, knn_ee_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", knn_ee_sig_mean, exp(knn_ee_sig_err/knn_ee_sig_mean));
RooFormulaVar fv_knn_ee_sig ("knn_ee_sig", formula, RooArgList(knn_ee_sig_prim));
knn_ee_sig_nom.setConstant();
globalObservables.add (knn_ee_sig_nom);
allNuisances.add (knn_ee_sig_prim);
allNuisancePdfs.add (pdf_knn_ee_sig);
RooRealVar knn_ee_sb_prim ( "knn_ee_sb_prim", "knn_ee_sb_prim", 0, -5, 5);
RooRealVar knn_ee_sb_nom ( "knn_ee_sb_nom", "knn_ee_sb_nom", 0, -5, 5);
RooGaussian pdf_knn_ee_sb ("pdf_knn_ee_sb" , "pdf_knn_ee_sb", knn_ee_sb_prim, knn_ee_sb_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", knn_ee_sb_mean, exp(knn_ee_sb_err/knn_ee_sb_mean));
RooFormulaVar fv_knn_ee_sb ("knn_ee_sb", formula, RooArgList(knn_ee_sb_prim));
knn_ee_sb_nom.setConstant();
globalObservables.add (knn_ee_sb_nom);
allNuisances.add (knn_ee_sb_prim);
allNuisancePdfs.add (pdf_knn_ee_sb);
RooRealVar knn_mm_sig_prim ( "knn_mm_sig_prim", "knn_mm_sig_prim", 0, -5, 5);
RooRealVar knn_mm_sig_nom ( "knn_mm_sig_nom", "knn_mm_sig_nom", 0, -5, 5);
RooGaussian pdf_knn_mm_sig ("pdf_knn_mm_sig" , "pdf_knn_mm_sig", knn_mm_sig_prim, knn_mm_sig_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", knn_mm_sig_mean, exp(knn_mm_sig_err/knn_mm_sig_mean));
RooFormulaVar fv_knn_mm_sig ("knn_mm_sig", formula, RooArgList(knn_mm_sig_prim));
knn_mm_sig_nom.setConstant();
globalObservables.add (knn_mm_sig_nom);
allNuisances.add (knn_mm_sig_prim);
allNuisancePdfs.add (pdf_knn_mm_sig);
RooRealVar knn_mm_sb_prim ( "knn_mm_sb_prim", "knn_mm_sb_prim", 0, -5, 5);
RooRealVar knn_mm_sb_nom ( "knn_mm_sb_nom", "knn_mm_sb_nom", 0, -5, 5);
RooGaussian pdf_knn_mm_sb ("pdf_knn_mm_sb" , "pdf_knn_mm_sb", knn_mm_sb_prim, knn_mm_sb_nom, RooConst(1));
sprintf (formula, "%f*pow(%f,@0)", knn_mm_sb_mean, exp(knn_mm_sb_err/knn_mm_sb_mean));
RooFormulaVar fv_knn_mm_sb ("knn_mm_sb", formula, RooArgList(knn_mm_sb_prim));
knn_mm_sb_nom.setConstant();
globalObservables.add (knn_mm_sb_nom);
allNuisances.add (knn_mm_sb_prim);
allNuisancePdfs.add (pdf_knn_mm_sb);
//--------------------------------------
RooRealVar eff_sf_prim ( "eff_sf_prim", "eff_sf_prim", 0, -5, 5);
RooRealVar eff_sf_nom ( "eff_sf_nom", "eff_sf_nom", 0, -5, 5);
RooGaussian pdf_eff_sf ("pdf_eff_sf" , "pdf_eff_sf", eff_sf_prim, eff_sf_nom, RooConst(1));
eff_sf_nom.setConstant();
globalObservables.add (eff_sf_nom);
allNuisances.add (eff_sf_prim);
allNuisancePdfs.add (pdf_eff_sf);
/* RooRealVar xxx_prim ( "xxx_prim", "xxx_prim", 0, -5, 5); */
/* RooRealVar xxx_nom ( "xxx_nom", "xxx_nom", 0, -5, 5); */
/* RooGaussian pdf_xxx ("pdf_xxx" , "pdf_xxx", *xxx_prim, *xxx_nom, RooConst(1)); */
/* sprintf (formula, "%f*pow(%f,@0)", xxx, exp(xxx_err/xxx)); */
/* RooFormulaVar fv_xxx ("xxx", formula, RooArgList(xxx_prim)); */
/* globalObservables.add (xxx_nom); */
/* allNuisances.add (xxx_prim); */
/* allNuisancePdfs.add (pdf_xxx); */
//-- Z to nunu stuff
rv_znnoverll_bfratio = new RooRealVar( "znnoverll_bfratio", "znnoverll_bfratio", 0.1, 10. ) ;
rv_znnoverll_bfratio -> setVal( 5.95 ) ;
rv_znnoverll_bfratio -> setConstant( kTRUE ) ;
rv_dataoverll_lumiratio = new RooRealVar( "dataoverll_lumiratio", "dataoverll_lumiratio", 0.1, 10.0 ) ;
rv_dataoverll_lumiratio -> setVal( DataLumi / Ztoll_lumi ) ;
rv_dataoverll_lumiratio -> setConstant( kTRUE ) ;
//+++++++++++++++++ Relationships between parameters ++++++++++++++++++++++++++++++++++++++++++++
printf(" --- Defining relationships between parameters.\n" ) ;
//-- ttwj
if ( useSigTtwjVar ) {
rfv_mu_ttwj_sb = new RooFormulaVar( "mu_ttwj_sb",
"mu_ttwj_sig * (1.0/sf_ttwj_sig) * (mu_ttwj_sb_sl/mu_ttwj_sig_sl)",
RooArgSet( *rv_mu_ttwj_sig, fv_sf_ttwj_sig, *rv_mu_ttwj_sb_sl, *rv_mu_ttwj_sig_sl ) ) ;
rv_mu_ttwj_sb = rfv_mu_ttwj_sb ;
} else {
rfv_mu_ttwj_sig = new RooFormulaVar( "mu_ttwj_sig",
"mu_ttwj_sb * sf_ttwj_sig * (mu_ttwj_sig_sl/mu_ttwj_sb_sl)",
RooArgSet( *rv_mu_ttwj_sb, fv_sf_ttwj_sig, *rv_mu_ttwj_sig_sl, *rv_mu_ttwj_sb_sl ) ) ;
rv_mu_ttwj_sig = rfv_mu_ttwj_sig ;
}
rv_mu_ttwj_sig_ldp = new RooFormulaVar( "mu_ttwj_sig_ldp",
"mu_ttbarmc_sig_ldp + mu_WJmc_sig_ldp",
RooArgSet( *rv_mu_ttbarmc_sig_ldp,
*rv_mu_WJmc_sig_ldp ) ) ;
rv_mu_ttwj_sb_ldp = new RooFormulaVar( "mu_ttwj_sb_ldp",
"mu_ttbarmc_sb_ldp + mu_WJmc_sb_ldp",
RooArgSet( *rv_mu_ttbarmc_sb_ldp,
*rv_mu_WJmc_sb_ldp ) ) ;