From 258a0ce336478de195a6c9dfdd380f46c396c645 Mon Sep 17 00:00:00 2001
From: Andreas Suter <andreas.suter@psi.ch>
Date: Thu, 7 Nov 2013 06:40:09 +0000
Subject: [PATCH] adding a MINUIT <-> MINUIT2 fit compare

---
 src/tests/fitCompare/09042.dat          | 63083 ++++++++++++++++++++++
 src/tests/fitCompare/09042.msr          |    59 +
 src/tests/fitCompare/09042.root         |   Bin 0 -> 567360 bytes
 src/tests/fitCompare/fitTest.C          |   140 +
 src/tests/rootMinuit2Test/minuit2test.C |    17 +-
 5 files changed, 63291 insertions(+), 8 deletions(-)
 create mode 100644 src/tests/fitCompare/09042.dat
 create mode 100644 src/tests/fitCompare/09042.msr
 create mode 100644 src/tests/fitCompare/09042.root
 create mode 100644 src/tests/fitCompare/fitTest.C

diff --git a/src/tests/fitCompare/09042.dat b/src/tests/fitCompare/09042.dat
new file mode 100644
index 00000000..faf6abf0
--- /dev/null
+++ b/src/tests/fitCompare/09042.dat
@@ -0,0 +1,63083 @@
+% time resolution: 0.1953125
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diff --git a/src/tests/fitCompare/09042.msr b/src/tests/fitCompare/09042.msr
new file mode 100644
index 00000000..0b5e5899
--- /dev/null
+++ b/src/tests/fitCompare/09042.msr
@@ -0,0 +1,59 @@
+09042 - test
+###############################################################
+FITPARAMETER
+#       No Name        Value     Step        Pos_Error   Boundaries
+        1 AsymT       0.2089    -0.0033     0.0033      0       0.33    
+        2 Field       200.027   -0.092      0.091       
+        3 RateT       0.0913    -0.0076     0.0077      0       none    
+        4 N0          255.90    -0.40       0.40        
+        5 PhaseL      3.73      -0.90       0.91        
+        6 BkgL        5.028     -0.042      0.042       
+
+###############################################################
+THEORY
+asymmetry      1
+simplExpo      3          (rate)
+TFieldCos      5  fun1       (phase frequency)
+
+###############################################################
+FUNCTIONS
+fun1 = par2 * gamma_mu
+
+###############################################################
+RUN 09042 MUE4 PSI MUSR-ROOT   (name beamline institute data-file-format)
+fittype         0         (single histogram fit)
+norm            4
+backgr.fit      6
+lifetimecorrection
+map             0    0    0    0    0    0    0    0    0    0
+forward         1 
+data            3519    63000   
+t0              3519.0  
+fit             0       12     
+packing         50
+
+###############################################################
+COMMANDS
+STRATEGY 2
+MINIMIZE
+MINOS
+SAVE
+
+###############################################################
+FOURIER
+units            Gauss   # units either 'Gauss', 'MHz', or 'Mc/s'
+#fourier_power    10
+apodization      STRONG  # NONE, WEAK, MEDIUM, STRONG
+plot             REAL    # REAL, IMAG, REAL_AND_IMAG, POWER, PHASE
+dc-corrected     true
+phase            par6
+
+###############################################################
+PLOT 0   (single histo plot)
+runs     1   
+range    0   10   -0.25   0.25
+#view_packing 50
+
+###############################################################
+STATISTIC --- 2013-11-06 09:49:19
+  chisq = 1114.7, NDF = 1183, chisq/NDF = 0.942283
diff --git a/src/tests/fitCompare/09042.root b/src/tests/fitCompare/09042.root
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diff --git a/src/tests/fitCompare/fitTest.C b/src/tests/fitCompare/fitTest.C
new file mode 100644
index 00000000..2a33117f
--- /dev/null
+++ b/src/tests/fitCompare/fitTest.C
@@ -0,0 +1,140 @@
+/*******************************************************************
+  fitTest.C
+
+  author: Andreas Suter
+  e-mail: andreas.suter@psi.ch
+
+  $Id$
+********************************************************************/
+
+#include <iostream>
+
+#include <TF1.h>
+#include <TH1.h>
+#include <TVirtualFitter.h>
+#include <TCanvas.h>
+#include <TMath.h>
+
+const double gGammaMu = TMath::TwoPi()*0.01355;
+const double gTauMu   = 2.19705; // in (us)
+
+TF1 *gFitFcn;
+
+//------------------------------------------------------------------
+/**
+ * <p>Background (flat for the moment)
+ *
+ * \param x 
+ * \param par par[0] is the background
+ */
+Double_t Background(Double_t *x, Double_t *par)
+{
+  return par[0];
+}
+
+//------------------------------------------------------------------
+/**
+ * <p>Asymmetry
+ *
+ * \param x
+ * \param par par[0] = asymmetry
+ *            par[1] = lambda
+ *            par[2] = B
+ *            par[3] = phase
+ */
+Double_t Asymmetry(Double_t *x, Double_t *par)
+{
+  return par[0]*TMath::Exp(-par[1]*x[0])*TMath::Cos(gGammaMu*par[2]*x[0]+par[3]/180.0*TMath::Pi());
+}
+
+//------------------------------------------------------------------
+/**
+ * <p>Spectrum
+ *
+ * \param x 
+ * \param par 
+ */
+Double_t Spectrum(Double_t *x, Double_t *par)
+{
+  return par[0]*TMath::Exp(-x[0]/gTauMu)*(1.0 + Asymmetry(x,&par[1])) + Background(x,&par[5]);
+}
+
+//------------------------------------------------------------------
+/**
+ * <p>fitTest
+ *
+ */
+void fitTest(const char *fln, const char *fitter)
+{
+  TH1::AddDirectory(kFALSE);
+  TCanvas *c1 = new TCanvas("c1","Fitting Test",10,10,500,500);
+
+  // create a TF1 with the range from 0.0 to 12.0 and 6 parameters
+  gFitFcn = new TF1("gFitFcn", Spectrum, 0.0, 12.0, 6);
+  gFitFcn->SetNpx(63082);
+
+  // set parameters
+  gFitFcn->SetParNames("N0", "asym", "lambda", "B", "phase", "Bkg");
+  gFitFcn->SetParameter(0, 30.0);   // N0
+//  gFitFcn->SetParLimits(0, 0.0, 1.0e6);
+  gFitFcn->SetParameter(1, 0.26);    // asym
+//  gFitFcn->SetParLimits(1, 0.0, 0.33);
+  gFitFcn->SetParameter(2, 0.3);     // lambda
+//  gFitFcn->SetParLimits(2, 0.0, 100.0);
+  gFitFcn->SetParameter(3, 100.0);   // B
+//  gFitFcn->SetParLimits(3, 0.0, 1000.0);
+  gFitFcn->SetParameter(4, 0.0);     // phase
+//  gFitFcn->SetParLimits(4, -90.0, 90.0);
+  gFitFcn->SetParameter(5, 5.0);    // Bkg
+//  gFitFcn->SetParLimits(5, 0.0, 1000.0);
+
+  cout << endl << "gFitFcn->Integral(0.0, 12.0) = " << gFitFcn->Integral(0.0, 12.0);
+  cout << endl;
+
+  // read data
+  ifstream ifs(fln, ifstream::in);
+  char line[256];
+  TObjArray  *tok;
+  TObjString *ostr;
+  TString     str;
+  Int_t lineNo = 0;
+  Double_t dval;
+  Double_t data[63082];
+  while (ifs.good()) {
+    ifs.getline(line, 256);
+    if (line[0]=='%') continue;
+    str = line;
+    if (str.Length() == 0) break;
+    tok = str.Tokenize("\t");
+    ostr = (TObjString*)tok->At(1);
+    str = ostr->GetString();
+    dval = str.Atof();
+    data[lineNo++] = dval;
+    if (tok) delete tok;
+  }
+  ifs.close();
+
+  // fill histo
+  TH1F *histo = new TH1F("histo","Minuit Test",63083,-0.00009765625,12.32080078125);
+  for (Int_t i=1; i<63083; i++)
+    histo->SetBinContent(i,data[i]);
+
+  histo->Rebin(50);
+  histo->Draw();
+
+  gFitFcn->SetParameter(0, 10000.0); // N0
+  gFitFcn->SetParameter(1, 0.2);    // asym
+  gFitFcn->SetParameter(2, 0.11);    // lambda
+  gFitFcn->SetParameter(3, 200.0);   // B
+  gFitFcn->SetParameter(4, 6.0);    // phase
+  gFitFcn->SetParameter(5, 300.0);  // Bkg
+  
+  ROOT::Math::MinimizerOptions::SetDefaultStrategy(2);
+//  ROOT::Math::MinimizerOptions::SetDefaultPrintLevel(1);
+  if (!strcmp(fitter, "Minuit2"))
+    TVirtualFitter::SetDefaultFitter("Minuit2");
+  else
+    TVirtualFitter::SetDefaultFitter("Minuit");
+  histo->Fit("gFitFcn", ""); // L->likleyhood, E->minos
+  histo->Fit("gFitFcn", "ME"); // L->likleyhood, E->minos
+}
diff --git a/src/tests/rootMinuit2Test/minuit2test.C b/src/tests/rootMinuit2Test/minuit2test.C
index 3d333046..319d2774 100644
--- a/src/tests/rootMinuit2Test/minuit2test.C
+++ b/src/tests/rootMinuit2Test/minuit2test.C
@@ -78,17 +78,17 @@ void minuit2test()
   // set parameters
   gFitFcn->SetParNames("N0", "asym", "lambda", "B", "phase", "Bkg");
   gFitFcn->SetParameter(0, 30.0);   // N0
-  gFitFcn->SetParLimits(0, 0.0, 1.0e6);
+//  gFitFcn->SetParLimits(0, 0.0, 1.0e6);
   gFitFcn->SetParameter(1, 0.26);    // asym
-  gFitFcn->SetParLimits(1, 0.0, 0.33);
+//  gFitFcn->SetParLimits(1, 0.0, 0.33);
   gFitFcn->SetParameter(2, 0.3);     // lambda
-  gFitFcn->SetParLimits(2, 0.0, 100.0);
+//  gFitFcn->SetParLimits(2, 0.0, 100.0);
   gFitFcn->SetParameter(3, 100.0);   // B
-  gFitFcn->SetParLimits(3, 0.0, 1000.0);
+//  gFitFcn->SetParLimits(3, 0.0, 1000.0);
   gFitFcn->SetParameter(4, 0.0);     // phase
-  gFitFcn->SetParLimits(4, -90.0, 90.0);
+//  gFitFcn->SetParLimits(4, -90.0, 90.0);
   gFitFcn->SetParameter(5, 5.0);    // Bkg
-  gFitFcn->SetParLimits(5, 0.0, 1000.0);
+//  gFitFcn->SetParLimits(5, 0.0, 1000.0);
 
   cout << endl << "gFitFcn->Integral(0.0, 12.0) = " << gFitFcn->Integral(0.0, 12.0);
   cout << endl;
@@ -103,10 +103,11 @@ void minuit2test()
   gFitFcn->SetParameter(0, 1000.0); // N0
   gFitFcn->SetParameter(1, 0.1);    // asym
   gFitFcn->SetParameter(2, 1.0);    // lambda
-  gFitFcn->SetParameter(3, 50.0);   // B
+  gFitFcn->SetParameter(3, 100.0);   // B
   gFitFcn->SetParameter(4, 0.0);    // phase
   gFitFcn->SetParameter(5, 300.0);  // Bkg
   
   TVirtualFitter::SetDefaultFitter("Minuit2");
-  histo->Fit("gFitFcn", ""); // L->likleyhood, E->minos 
+  histo->Fit("gFitFcn", ""); // L->likleyhood, E->minos
+  histo->Fit("gFitFcn", "ME"); // L->likleyhood, E->minos
 }