1 | #include <TH1.h>
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2 | #include <TCanvas.h>
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3 | #include <TVector.h>
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4 | #include <TMatrix.h>
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5 | #include <iomanip.h>
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6 |
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7 | void optPad()
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8 | {
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9 | Int_t N = 10;
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10 | Double_t eps = 1.e-10;
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11 |
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12 | TMatrix g(N, N);
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13 | g.Zero();
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14 |
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15 | // hista is the normalized 1D histogram of sigmabar for ON data
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16 | // histb is the normalized 1D histogram of sigmabar for OFF data
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17 | // histc is the difference ON-OFF
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18 |
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19 | TH1D *hista = new TH1D("ON", "ON data before padding", N, 0., 5.);
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20 | TH1D *histb = new TH1D("OFF", "OFF data before padding", N, 0., 5.);
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21 | TH1D *histc = new TH1D("ON-OFF", "ON-OFF before padding", N, 0., 5.);
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22 | hista->SetMaximum( 5.0/(Double_t)N );
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23 | hista->SetMinimum(-1.0/(Double_t)N );
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24 | histb->SetMaximum( 5.0/(Double_t)N );
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25 | histb->SetMinimum(-1.0/(Double_t)N );
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26 | histc->SetMaximum( 5.0/(Double_t)N );
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27 | histc->SetMinimum(-1.0/(Double_t)N );
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28 |
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29 | // at the beginning, histap is a copy of hista
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30 | // at the end, it will be the 1D histogram for ON data after padding
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31 |
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32 | // at the beginning, histbp is a copy of histb
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33 | // at the end, it will be the 1D histogram for OFF data after padding
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34 |
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35 | // at the beginning, histcp is a copy of histc
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36 | // at the end, it should be zero
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37 |
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38 | TH1D *histap = new TH1D("ONp", "ON data after padding", N, 0., 5.);
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39 | TH1D *histbp = new TH1D("OFFp", "OFF data after padding", N, 0., 5.);
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40 | TH1D *histcp = new TH1D("ON-OFFp", "ON-OFF after padding", N, 0., 5.);
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41 | histap->SetMaximum( 5.0/(Double_t)N );
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42 | histap->SetMinimum(-1.0/(Double_t)N );
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43 | histbp->SetMaximum( 5.0/(Double_t)N );
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44 | histbp->SetMinimum(-1.0/(Double_t)N );
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45 | histcp->SetMaximum( 1.0/(Double_t)N);
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46 | histcp->SetMinimum(-1.0/(Double_t)N);
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47 |
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48 | Double_t shoulda[] = {1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0};
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49 | Double_t shouldb[] = {0.0, 0.0, 1.0, 2.0, 3.0, 2.0, 1.0, 0.0, 1.0, 2.0};
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50 | for (Int_t i=1; i<=N; i++)
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51 | {
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52 | hista->SetBinContent(i, shoulda[i-1]);
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53 | histb->SetBinContent(i, shouldb[i-1]);
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54 | }
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55 |
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56 | // normalize histograms
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57 | Double_t suma, sumb, conta, contb;
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58 | suma = 0.0;
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59 | sumb = 0.0;
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60 | for (Int_t i=1; i<=N; i++)
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61 | {
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62 | conta = hista->GetBinContent(i);
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63 | contb = histb->GetBinContent(i);
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64 | suma += conta;
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65 | sumb += contb;
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66 | }
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67 |
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68 | for (Int_t i=1; i<=N; i++)
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69 | {
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70 | conta = hista->GetBinContent(i);
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71 | contb = histb->GetBinContent(i);
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72 |
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73 | hista->SetBinContent(i,conta/suma);
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74 | histb->SetBinContent(i,contb/sumb);
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75 | histc->SetBinContent(i, conta/suma - contb/sumb);
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76 |
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77 | histap->SetBinContent(i,conta/suma);
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78 | histbp->SetBinContent(i,contb/sumb);
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79 | histcp->SetBinContent(i, conta/suma - contb/sumb);
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80 | }
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81 |
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82 |
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83 | // g[k-1][j-1] (if <0.0) tells how many ON events in bin k should be padded
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84 | // from sigma_k to sigma_j
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85 |
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86 | // g[k-1][j-1] (if >0.0) tells how many OFF events in bin k should be padded
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87 | // from sigma_k to sigma_j
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88 |
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89 |
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90 | //-------- start j loop ------------------------------------------------
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91 | // loop over bins in histc, starting from the end
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92 | Double_t v, s, w, t, x, u, a, b, arg;
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93 |
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94 | for (Int_t j=N; j >= 1; j--)
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95 | {
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96 | v = histcp->GetBinContent(j);
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97 | if ( fabs(v) < eps ) continue;
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98 | if (v >= 0.0)
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99 | s = 1.0;
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100 | else
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101 | s = -1.0;
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102 |
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103 | //................ start k loop ......................................
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104 | // look for a bin k which may compensate the content of bin j
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105 | for (Int_t k=j-1; k >= 1; k--)
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106 | {
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107 | w = histcp->GetBinContent(k);
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108 | if ( fabs(w) < eps ) continue;
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109 | if (w >= 0.0)
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110 | t = 1.0;
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111 | else
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112 | t = -1.0;
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113 |
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114 | if (s==t) continue;
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115 |
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116 | x = v + w;
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117 | if (x >= 0.0)
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118 | u = 1.0;
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119 | else
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120 | u = -1.0;
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121 |
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122 | if (u == s)
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123 | {
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124 | arg = -w;
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125 | g(k-1, j-1) = arg;
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126 | cout << "k-1, j-1, arg = " << k-1 << ", " << j-1 << ", "
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127 | << arg << endl;
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128 |
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129 |
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130 | //......................................
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131 | // this is for checking the procedure
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132 | if (arg < 0.0)
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133 | {
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134 | a = histap->GetBinContent(k);
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135 | histap->SetBinContent(k, a+arg);
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136 | a = histap->GetBinContent(j);
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137 | histap->SetBinContent(j, a-arg);
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138 | }
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139 | else
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140 | {
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141 | b = histbp->GetBinContent(k);
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142 | histbp->SetBinContent(k, b-arg);
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143 | b = histbp->GetBinContent(j);
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144 | histbp->SetBinContent(j, b+arg);
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145 | }
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146 | //......................................
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147 |
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148 | histcp->SetBinContent(k, 0.0);
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149 | histcp->SetBinContent(j, x);
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150 |
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151 | //......................................
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152 | // redefine v
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153 | v = histcp->GetBinContent(j);
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154 | if ( fabs(v) < eps ) break;
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155 | if (v >= 0.0)
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156 | s = 1.0;
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157 | else
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158 | s = -1.0;
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159 | //......................................
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160 |
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161 | continue;
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162 | }
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163 |
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164 | arg = v;
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165 | g(k-1, j-1) = arg;
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166 | cout << "k-1, j-1, arg = " << k-1 << ", " << j-1 << ", "
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167 | << arg << endl;
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168 |
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169 | //......................................
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170 | // this is for checking the procedure
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171 | if (arg < 0.0)
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172 | {
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173 | a = histap->GetBinContent(k);
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174 | histap->SetBinContent(k, a+arg);
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175 | a = histap->GetBinContent(j);
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176 | histap->SetBinContent(j, a-arg);
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177 | }
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178 | else
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179 | {
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180 | b = histbp->GetBinContent(k);
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181 | histbp->SetBinContent(k, b-arg);
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182 | b = histbp->GetBinContent(j);
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183 | histbp->SetBinContent(j, b+arg);
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184 | }
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185 | //......................................
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186 |
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187 | histcp->SetBinContent(k, x);
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188 | histcp->SetBinContent(j, 0.0);
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189 |
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190 | break;
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191 | }
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192 | //................ end k loop ......................................
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193 |
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194 |
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195 | }
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196 | //-------- end j loop ------------------------------------------------
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197 | TVector index(N);
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198 | index.Zero();
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199 |
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200 | TVector map(N);
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201 | Int_t indexold = 0;
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202 |
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203 | cout << "=========================================================" << endl;
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204 | for (Int_t k=0; k<N-1; k++)
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205 | {
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206 | index(k) = (Double_t)indexold;
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207 | Int_t add = 0;
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208 | for (Int_t j=k+1; j<N; j++)
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209 | {
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210 | if (fabs(g(k,j)) > eps)
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211 | {
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212 | map(indexold) = g(k, j);
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213 |
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214 | cout << "k, j, indexold, map = " << k << ", " << j << ", "
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215 | << indexold << ", " << map(indexold) << endl;;
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216 |
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217 | indexold += 1;
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218 | add += 1;
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219 | }
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220 | }
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221 | if (add == 0) index(k) = 0;
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222 | cout << endl;
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223 | cout << "index(k), add = " << index(k) << ", " << add << endl;
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224 | }
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225 |
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226 | cout << "=========================================================" << endl;
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227 | cout << " " << endl;
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228 |
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229 | //------------------------------------------------------------------------
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230 |
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231 |
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232 | TCanvas *c1 = new TCanvas("c1","", 600, 900);
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233 | c1->Divide(2,3);
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234 |
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235 | c1->cd(1);
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236 | hista->Draw();
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237 |
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238 | c1->cd(2);
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239 | histap->Draw();
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240 |
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241 | c1->cd(3);
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242 | histb->Draw();
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243 |
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244 | c1->cd(4);
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245 | histbp->Draw();
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246 |
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247 | c1->cd(5);
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248 | histc->Draw();
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249 |
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250 | c1->cd(6);
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251 | histcp->Draw();
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252 |
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253 | }
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254 | //=========================================================================
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255 |
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256 |
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257 |
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258 |
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259 |
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260 |
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261 |
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262 |
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263 |
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264 |
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265 |
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266 |
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267 |
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268 |
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