1 | /* ======================================================================== *\
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2 | !
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3 | ! *
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4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction
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5 | ! * Software. It is distributed to you in the hope that it can be a useful
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6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
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7 | ! * It is distributed WITHOUT ANY WARRANTY.
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8 | ! *
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9 | ! * Permission to use, copy, modify and distribute this software and its
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10 | ! * documentation for any purpose is hereby granted without fee,
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11 | ! * provided that the above copyright notice appear in all copies and
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12 | ! * that both that copyright notice and this permission notice appear
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13 | ! * in supporting documentation. It is provided "as is" without express
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14 | ! * or implied warranty.
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15 | ! *
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16 | !
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17 | !
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18 | ! Author(s): Thomas Bretz, 1/2004 <mailto:tbretz@astro.uni-wuerzburg.de>
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19 | ! Markus Gaug, 02/2004 <mailto:markus@ifae.es>
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20 | !
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21 | ! Copyright: MAGIC Software Development, 2000-2004
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22 | !
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23 | !
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24 | \* ======================================================================== */
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25 | /////////////////////////////////////////////////////////////////////////////
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26 | //
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27 | // MGCamDisplays
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28 | //
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29 | // Graphical interfaces to display the camera with fits and projections
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30 | //
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31 | /////////////////////////////////////////////////////////////////////////////
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32 | #include "MGCamDisplays.h"
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33 |
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34 | #include <TStyle.h>
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35 | #include <TCanvas.h>
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36 |
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37 | #include "MH.h"
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38 | #include "MHCamera.h"
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39 | #include "MGeomCam.h"
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40 | #include "TVirtualPad.h"
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41 | #include "TProfile.h"
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42 | #include "TF1.h"
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43 |
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44 | #include "MLog.h"
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45 | #include "MLogManip.h"
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46 |
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47 | #include "MStatusDisplay.h"
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48 |
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49 | ClassImp(MGCamDisplays);
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50 |
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51 | using namespace std;
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52 |
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53 | // --------------------------------------------------------------------------
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54 | //
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55 | // Default constructor.
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56 | //
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57 | MGCamDisplays::MGCamDisplays()
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58 | {
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59 | }
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60 |
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61 | // --------------------------------------------------------------------------
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62 | //
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63 | // Draw the MHCamera into the MStatusDisplay:
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64 | //
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65 | // 1) Draw it as histogram (MHCamera::DrawCopy("hist")
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66 | // 2) Draw it as a camera, with MHCamera::SetPrettyPalette() set.
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67 | // 3) If "rad" is not zero, draw its values vs. the radius from the camera center.
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68 | // (DrawRadialProfile())
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69 | // 4) Depending on the variable "fit", draw the values projection on the y-axis
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70 | // (DrawProjection()):
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71 | // 0: don't draw
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72 | // 1: Draw fit to Single Gauss (for distributions flat-fielded over the whole camera)
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73 | // 2: Draw and fit to Double Gauss (for distributions different for inner and outer pixels)
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74 | // 3: Draw and fit to Triple Gauss (for distributions with inner, outer pixels and outliers)
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75 | // 4: Draw and fit to Polynomial grade 0: (for the probability distributions)
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76 | // >4: Draw and don;t fit.
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77 | //
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78 | void MGCamDisplays::CamDraw(TCanvas &c, const Int_t x, const Int_t y, const MHCamera &cam1,
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79 | const Int_t fit, const Int_t rad, TObject *notify)
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80 | {
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81 |
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82 | c.cd(x);
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83 | gPad->SetBorderMode(0);
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84 | gPad->SetTicks();
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85 | MHCamera *obj1=(MHCamera*)cam1.DrawCopy("hist");
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86 | obj1->SetDirectory(NULL);
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87 |
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88 | if (notify)
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89 | obj1->AddNotify(notify);
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90 |
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91 | c.cd(x+y);
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92 | gPad->SetBorderMode(0);
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93 | obj1->SetPrettyPalette();
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94 | obj1->Draw();
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95 |
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96 | if (rad)
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97 | {
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98 | c.cd(x+2*y);
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99 | gPad->SetBorderMode(0);
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100 | gPad->SetTicks();
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101 | DrawRadialProfile(obj1);
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102 | }
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103 |
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104 |
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105 | if (!fit)
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106 | return;
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107 |
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108 | c.cd(rad ? x+3*y : x+2*y);
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109 | gPad->SetBorderMode(0);
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110 | gPad->SetTicks();
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111 | DrawProjection(obj1, fit);
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112 | }
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113 |
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114 | // --------------------------------------------------------------------------
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115 | //
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116 | // Draw a projection of MHCamera onto the y-axis values. Depending on the
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117 | // variable fit, the following fits are performed:
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118 | //
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119 | // 1: Single Gauss (for distributions flat-fielded over the whole camera)
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120 | // 2: Double Gauss (for distributions different for inner and outer pixels)
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121 | // 3: Triple Gauss (for distributions with inner, outer pixels and outliers)
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122 | // 4: flat (for the probability distributions)
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123 | // 5: Fit Inner and Outer pixels separately by a single Gaussian
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124 | // (only for MAGIC cameras)
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125 | //
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126 | // Moreover, sectors 6,1 and 2 of the camera and sectors 3,4 and 5 are
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127 | // drawn separately, for inner and outer pixels.
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128 | //
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129 | void MGCamDisplays::DrawProjection(MHCamera *obj, Int_t fit) const
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130 | {
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131 |
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132 | TArrayI inner(1);
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133 | inner[0] = 0;
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134 |
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135 | TArrayI outer(1);
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136 | outer[0] = 1;
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137 |
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138 | if (fit==5)
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139 | {
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140 |
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141 | if (obj->GetGeomCam().InheritsFrom("MGeomCamMagic"))
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142 | {
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143 | TArrayI s0(6);
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144 | s0[0] = 6;
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145 | s0[1] = 1;
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146 | s0[2] = 2;
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147 | s0[3] = 3;
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148 | s0[4] = 4;
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149 | s0[5] = 5;
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150 |
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151 | gPad->Clear();
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152 | TVirtualPad *pad = gPad;
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153 | pad->Divide(2,1);
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154 |
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155 | TH1D *half[2];
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156 | half[0] = obj->ProjectionS(s0, inner, "Inner");
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157 | half[1] = obj->ProjectionS(s0, outer, "Outer");
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158 |
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159 | half[0]->SetDirectory(NULL);
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160 | half[1]->SetDirectory(NULL);
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161 |
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162 | for (int i=0; i<2; i++)
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163 | {
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164 | pad->cd(i+1);
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165 | half[i]->SetLineColor(kRed+i);
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166 | half[i]->SetBit(kCanDelete);
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167 | half[i]->Draw();
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168 | half[i]->Fit("gaus","Q");
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169 | }
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170 |
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171 | gLog << all << obj->GetName()
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172 | << Form("%s%5.3f%s%3.2f"," Mean: Inner Pixels: ",
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173 | half[0]->GetFunction("gaus")->GetParameter(1),"+-",
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174 | half[0]->GetFunction("gaus")->GetParError(1));
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175 | gLog << Form("%s%5.3f%s%3.2f"," Outer Pixels: ",
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176 | half[1]->GetFunction("gaus")->GetParameter(1),"+-",
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177 | half[1]->GetFunction("gaus")->GetParError(1)) << endl;
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178 | gLog << all << obj->GetName()
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179 | << Form("%s%5.3f%s%3.2f"," Sigma: Inner Pixels: ",
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180 | half[0]->GetFunction("gaus")->GetParameter(2),"+-",
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181 | half[0]->GetFunction("gaus")->GetParError(2));
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182 | gLog << Form("%s%5.3f%s%3.2f"," Outer Pixels: ",
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183 | half[1]->GetFunction("gaus")->GetParameter(2),"+-",
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184 | half[1]->GetFunction("gaus")->GetParError(2)) << endl;
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185 |
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186 | }
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187 | return;
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188 | }
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189 |
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190 | TH1D *obj2 = (TH1D*)obj->Projection(obj->GetName());
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191 | obj2->SetDirectory(0);
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192 | obj2->Draw();
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193 | obj2->SetBit(kCanDelete);
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194 |
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195 |
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196 | if (obj->GetGeomCam().InheritsFrom("MGeomCamMagic"))
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197 | {
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198 | TArrayI s0(3);
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199 | s0[0] = 6;
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200 | s0[1] = 1;
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201 | s0[2] = 2;
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202 |
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203 | TArrayI s1(3);
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204 | s1[0] = 3;
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205 | s1[1] = 4;
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206 | s1[2] = 5;
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207 |
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208 |
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209 | TH1D *halfInOut[4];
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210 |
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211 | // Just to get the right (maximum) binning
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212 | halfInOut[0] = obj->ProjectionS(s0, inner, "Sector 6-1-2 Inner");
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213 | halfInOut[1] = obj->ProjectionS(s1, inner, "Sector 3-4-5 Inner");
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214 | halfInOut[2] = obj->ProjectionS(s0, outer, "Sector 6-1-2 Outer");
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215 | halfInOut[3] = obj->ProjectionS(s1, outer, "Sector 3-4-5 Outer");
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216 |
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217 | for (int i=0; i<4; i++)
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218 | {
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219 | halfInOut[i]->SetLineColor(kRed+i);
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220 | halfInOut[i]->SetDirectory(0);
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221 | halfInOut[i]->SetBit(kCanDelete);
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222 | halfInOut[i]->Draw("same");
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223 | }
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224 | }
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225 |
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226 | const Double_t min = obj2->GetBinCenter(obj2->GetXaxis()->GetFirst());
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227 | const Double_t max = obj2->GetBinCenter(obj2->GetXaxis()->GetLast());
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228 | const Double_t integ = obj2->Integral("width")/2.5;
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229 | const Double_t mean = obj2->GetMean();
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230 | const Double_t rms = obj2->GetRMS();
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231 | const Double_t width = max-min;
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232 |
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233 | const TString dgausformula = "([0]-[3])/[2]*exp(-0.5*(x-[1])*(x-[1])/[2]/[2])"
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234 | "+[3]/[5]*exp(-0.5*(x-[4])*(x-[4])/[5]/[5])";
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235 |
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236 | const TString tgausformula = "([0]-[3]-[6])/[2]*exp(-0.5*(x-[1])*(x-[1])/[2]/[2])"
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237 | "+[3]/[5]*exp(-0.5*(x-[4])*(x-[4])/[5]/[5])"
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238 | "+[6]/[8]*exp(-0.5*(x-[7])*(x-[7])/[8]/[8])";
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239 | TF1 *f=0;
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240 | switch (fit)
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241 | {
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242 | case 1:
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243 | f = new TF1("sgaus", "gaus(0)", min, max);
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244 | f->SetLineColor(kYellow);
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245 | f->SetBit(kCanDelete);
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246 | f->SetParNames("Area", "#mu", "#sigma");
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247 | f->SetParameters(integ/rms, mean, rms);
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248 | f->SetParLimits(0, 0, integ);
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249 | f->SetParLimits(1, min, max);
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250 | f->SetParLimits(2, 0, width/1.5);
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251 |
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252 | obj2->Fit(f, "QLR");
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253 | break;
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254 |
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255 | case 2:
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256 | f = new TF1("dgaus",dgausformula.Data(),min,max);
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257 | f->SetLineColor(kYellow);
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258 | f->SetBit(kCanDelete);
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259 | f->SetParNames("A_{tot}", "#mu1", "#sigma1", "A2", "#mu2", "#sigma2");
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260 | f->SetParameters(integ,(min+mean)/2.,width/4.,
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261 | integ/width/2.,(max+mean)/2.,width/4.);
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262 | // The left-sided Gauss
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263 | f->SetParLimits(0,integ-1.5 , integ+1.5);
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264 | f->SetParLimits(1,min+(width/10.), mean);
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265 | f->SetParLimits(2,0 , width/2.);
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266 | // The right-sided Gauss
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267 | f->SetParLimits(3,0 , integ);
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268 | f->SetParLimits(4,mean, max-(width/10.));
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269 | f->SetParLimits(5,0 , width/2.);
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270 | obj2->Fit(f,"QLRM");
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271 | break;
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272 |
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273 | case 3:
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274 | f = new TF1("tgaus",tgausformula.Data(),min,max);
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275 | f->SetLineColor(kYellow);
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276 | f->SetBit(kCanDelete);
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277 | f->SetParNames("A_{tot}","#mu_{1}","#sigma_{1}",
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278 | "A_{2}","#mu_{2}","#sigma_{2}",
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279 | "A_{3}","#mu_{3}","#sigma_{3}");
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280 | f->SetParameters(integ,(min+mean)/2,width/4.,
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281 | integ/width/3.,(max+mean)/2.,width/4.,
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282 | integ/width/3.,mean,width/2.);
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283 | // The left-sided Gauss
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284 | f->SetParLimits(0,integ-1.5,integ+1.5);
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285 | f->SetParLimits(1,min+(width/10.),mean);
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286 | f->SetParLimits(2,width/15.,width/2.);
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287 | // The right-sided Gauss
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288 | f->SetParLimits(3,0.,integ);
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289 | f->SetParLimits(4,mean,max-(width/10.));
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290 | f->SetParLimits(5,width/15.,width/2.);
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291 | // The Gauss describing the outliers
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292 | f->SetParLimits(6,0.,integ);
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293 | f->SetParLimits(7,min,max);
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294 | f->SetParLimits(8,width/4.,width/1.5);
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295 | obj2->Fit(f,"QLRM");
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296 | break;
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297 |
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298 | case 4:
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299 | obj2->Fit("pol0", "Q");
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300 | obj2->GetFunction("pol0")->SetLineColor(kYellow);
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301 | break;
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302 |
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303 | case 9:
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304 | break;
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305 |
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306 | default:
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307 | obj2->Fit("gaus", "Q");
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308 | obj2->GetFunction("gaus")->SetLineColor(kYellow);
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309 | break;
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310 | }
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311 | }
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312 |
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313 | // --------------------------------------------------------------------------
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314 | //
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315 | // Draw a projection of MHCamera vs. the radius from the central pixel.
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316 | //
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317 | // The inner and outer pixels are drawn separately, both fitted by a polynomial
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318 | // of grade 1.
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319 | //
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320 | void MGCamDisplays::DrawRadialProfile(MHCamera *obj) const
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321 | {
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322 |
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323 | TProfile *obj2 = (TProfile*)obj->RadialProfile(obj->GetName());
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324 | obj2->SetDirectory(0);
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325 | obj2->Draw();
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326 | obj2->SetBit(kCanDelete);
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327 |
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328 | if (obj->GetGeomCam().InheritsFrom("MGeomCamMagic"))
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329 | {
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330 |
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331 | TArrayI s0(6);
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332 | s0[0] = 1;
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333 | s0[1] = 2;
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334 | s0[2] = 3;
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335 | s0[3] = 4;
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336 | s0[4] = 5;
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337 | s0[5] = 6;
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338 |
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339 | TArrayI inner(1);
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340 | inner[0] = 0;
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341 |
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342 | TArrayI outer(1);
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343 | outer[0] = 1;
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344 |
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345 | // Just to get the right (maximum) binning
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346 | TProfile *half[2];
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347 | half[0] = obj->RadialProfileS(s0, inner,Form("%s%s",obj->GetName(),"Inner"));
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348 | half[1] = obj->RadialProfileS(s0, outer,Form("%s%s",obj->GetName(),"Outer"));
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349 |
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350 | for (Int_t i=0; i<2; i++)
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351 | {
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352 | Double_t min = obj->GetGeomCam().GetMinRadius(i);
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353 | Double_t max = obj->GetGeomCam().GetMaxRadius(i);
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354 |
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355 | half[i]->SetLineColor(kRed+i);
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356 | half[i]->SetDirectory(0);
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357 | half[i]->SetBit(kCanDelete);
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358 | half[i]->Draw("same");
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359 | half[i]->Fit("pol1","Q","",min,max);
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360 | half[i]->GetFunction("pol1")->SetLineColor(kRed+i);
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361 | half[i]->GetFunction("pol1")->SetLineWidth(1);
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362 | }
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363 | }
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364 | }
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365 |
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