Homework 5 - Key Grad - Fr eq uenc y 80 70 60 50 40 30 20 10 0 MMbbls 3 18.74 303.19 4 0 952 104 28 7.64 5680 071 4 272.09 726 4 93 24 256.54 88 4 9 793

7.7742075695 23.3226227085 38.8710378475 54.4194529865 69.9678681255 85.5162832645 101.0646984035 116.6131135425 132.1615286815 147.7099438205 163.2583589594 178.8067740984 194.3551892374 209.9036043764 225.4520195154 241.0004346544 256.5488497934 272.0972649324 287.6456800714 303.1940952104 318.7425103494 0 10 20 30 40 50 60 70 80 Histogram of STOOIP MMbbls Frequency

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7.7742075695 23.3226227085 38.8710378475 54.4194529865 69.9678681255 85.5162832645 101.0646984035 116.6131135425 132.1615286815 147.7099438205 163.2583589594 178.8067740984 194.3551892374 209.9036043764 225.4520195154 241.0004346544 256.5488497934 272.0972649324 287.6456800714 303.1940952104 318.7425103494 0 0.002 0.004 0.006 0.008 0.01 PDF of STOOIP MMbbls Probability, MMbbls-1

Max: 310.97 MMbbls No. Realizatio 500 Min: 0.00 No. Bins 20 Mean: 105.93 Median: 102.71 Based on average: Mode: 116.61 #MACRO? MMbbls P10: 42.19 P50: 102.71 P90: 179.98 STOOIP STOOIP Realization sorted Prob Bins MidPoint 106.28 -3.0902323 0.00 0.001 0.00 7.77420757 4 0.00051452 50.40 -2.7477814 0.00 0.003 15.5484151 23.3226227 9 0.00115767 120.80 -2.5758293 0.00 0.005 31.0968303 38.8710378 17 0.00218672 87.87 -2.4572634 0.00 0.007 46.6452454 54.419453 24 0.00308713 176.58 -2.3656181 2.23 0.009 62.1936606 69.9678681 54 0.00694605 80.43 -2.2903679 2.86 0.011 77.7420757 85.5162833 55 0.00707468 74.17 -2.2262118 4.18 0.013 93.2904908 101.064698 52 0.00668878 43.95 -2.1700904 6.78 0.015 108.838906 116.613114 63 0.00810372 146.15 -2.1200717 9.11 0.017 124.387321 132.161529 67 0.00861824 102.90 -2.0748547 10.15 0.019 139.935736 147.709944 37 0.00475933 155.02 -2.0335201 11.76 0.021 155.484151 163.258359 36 0.0046307 22.84 -1.9953933 11.86 0.023 171.032567 178.806774 25 0.00321576 97.32 -1.959964 13.91 0.025 186.580982 194.355189 20 0.00257261 35.84 -1.9268366 17.11 0.027 202.129397 209.903604 17 0.00218672 260.21 -1.8956979 19.84 0.029 217.677812 225.45202 8 0.00102904 239.74 -1.8662957 19.96 0.031 233.226227 241.000435 3 0.00038589 134.51 -1.8384237 20.36 0.033 248.774642 256.54885 4 0.00051452 130.00 -1.8119107 20.49 0.035 264.323057 272.097265 4 0.00051452 65.01 -1.7866134 20.84 0.037 279.871473 287.64568 0 0 124.31 -1.7624103 22.49 0.039 295.419888 303.194095 1 0.00012863 0.00 -1.7391977 22.84 0.041 310.968303 318.74251 1 0.00012863 20.49 -1.716886 22.93 0.043 0 104.48 -1.6953977 24.09 0.045 193.01 -1.6746649 24.25 0.047 73.60 -1.6546279 26.10 0.049 87.91 -1.635234 26.42 0.051 83.99 -1.6164364 28.08 0.053 140.00 -1.5981931 30.12 0.055 77.14 -1.5804668 30.25 0.057 93.13 -1.5632236 30.67 0.059 159.20 -1.5464331 31.32 0.061 200.87 -1.5300676 31.35 0.063 51.63 -1.5141019 31.66 0.065 86.55 -1.4985131 32.60 0.067 125.60 -1.4832801 33.57 0.069 184.06 -1.4683838 33.57 0.071 22.93 -1.4538064 33.99 0.073 108.51 -1.4395315 34.56 0.075 144.90 -1.425544 35.67 0.077 185.17 -1.4118301 35.84 0.079 89.31 -1.3983766 38.06 0.081 109.77 -1.3851716 38.55 0.083 73.82 -1.3722038 38.67 0.085 148.33 -1.3594627 39.05 0.087 56.05 -1.3469386 39.82 0.089 30.25 -1.3346223 40.73 0.091 99.52 -1.3225051 41.29 0.093 88.36 -1.3105791 41.38 0.095 187.70 -1.2988366 41.41 0.097 100.43 -1.2872706 42.12 0.099 99.22 -1.2758742 42.19 0.101 56.12 -1.2646411 43.69 0.103 95.21 -1.2535654 43.89 0.105 118.29 -1.2426414 43.95 0.107 166.37 -1.2318637 46.87 0.109 116.06 -1.2212272 47.27 0.111 88.04 -1.2107271 47.32 0.113 189.19 -1.2003589 47.65 0.115 140.40 -1.190118 48.14 0.117 89.48 -1.1800005 48.32 0.119 127.75 -1.1700024 48.42 0.121 149.11 -1.1601199 49.42 0.123 157.15 -1.1503494 49.54 0.125 40.73 -1.1406875 49.84 0.127 110.85 -1.1311309 49.85 0.129 99.76 -1.1216765 50.06 0.131 136.79 -1.1123214 50.40 0.133 141.41 -1.1030626 51.45 0.135 102.79 -1.0938974 51.45 0.137 167.60 -1.0848231 51.57 0.139 113.46 -1.0758374 51.63 0.141 171.17 -1.0669376 51.81 0.143 43.69 -1.0581216 51.96 0.145 147.23 -1.0493871 52.08 0.147 42.12 -1.0407319 52.22 0.149 198.10 -1.032154 53.43 0.151 114.29 -1.0236513 53.56 0.153 146.42 -1.015222 53.86 0.155 85.49 -1.0068643 54.52 0.157 208.77 -0.9985763 54.54 0.159 35.67 -0.9903563 54.82 0.161 82.28 -0.9822027 54.88 0.163 117.90 -0.9741139 54.95 0.165 88.83 -0.9660883 55.19 0.167 145.86 -0.9581245 55.24 0.169 102.71 -0.9502209 55.39 0.171 0.00 -0.9423763 55.42 0.173 109.68 -0.9345893 55.53 0.175 47.27 -0.9268585 55.80 0.177 101.16 -0.9191827 56.05 0.179 108.66 -0.9115607 56.12 0.181 240.39 -0.9039913 56.69 0.183 105.64 -0.8964734 57.34 0.185 124.10 -0.8890057 57.34 0.187 116.11 -0.8815873 57.44 0.189 0.00 -0.8742172 57.90 0.191 31.35 -0.8668942 57.99 0.193 98.27 -0.8596174 58.80 0.195 68.07 -0.8523858 59.09 0.197 130.10 -0.8451985 59.42 0.199 116.27 -0.8380547 59.54 0.201 57.99 -0.8309533 60.68 0.203 42.19 -0.8238936 60.73 0.205 147.65 -0.8168748 60.84 0.207 130.01 -0.8098959 61.54 0.209 52.22 -0.8029563 61.77 0.211 106.44 -0.7960551 61.90 0.213 38.06 -0.7891917 62.11 0.215 147.52 -0.7823652 62.47 0.217 129.91 -0.7755749 63.49 0.219 55.80 -0.7688203 63.51 0.221 87.34 -0.7621005 63.60 0.223 105.60 -0.755415 63.64 0.225 133.47 -0.7487631 65.01 0.227 34.56 -0.7421442 65.24 0.229 136.47 -0.7355576 65.78 0.231 111.89 -0.7290027 66.55 0.233 118.96 -0.7224791 66.97 0.235 122.82 -0.715986 67.12 0.237 142.98 -0.709523 67.18 0.239 78.98 -0.7030895 67.19 0.241 98.11 -0.6966849 68.07 0.243 65.24 -0.6903088 68.38 0.245 121.17 -0.6839607 68.91 0.247 92.10 -0.67764 69.03 0.249 67.12 -0.6713462 69.05 0.251 201.18 -0.6650789 69.43 0.253 132.24 -0.6588377 69.75 0.255 254.81 -0.652622 69.83 0.257 111.49 -0.6464314 70.04 0.259 125.78 -0.6402655 70.27 0.261 90.78 -0.6341238 70.82 0.263 30.12 -0.628006 71.34 0.265 103.60 -0.6219116 71.45 0.267 71.99 -0.6158402 71.99 0.269 77.14 -0.6097914 72.07 0.271 38.67 -0.6037648 72.26 0.273 214.90 -0.5977601 72.68 0.275 41.29 -0.5917769 72.78 0.277 175.25 -0.5858148 73.18 0.279 106.65 -0.5798734 73.22 0.281 182.23 -0.5739524 73.26 0.283 126.11 -0.5680515 73.34 0.285 145.76 -0.5621703 73.60 0.287 187.25 -0.5563085 73.82 0.289 117.63 -0.5504657 73.86 0.291 75.89 -0.5446417 74.17 0.293 147.46 -0.538836 74.58 0.295 214.84 -0.5330485 75.07 0.297 206.16 -0.5272788 75.58 0.299 94.85 -0.5215266 75.65 0.301 134.77 -0.5157916 75.78 0.303 107.64 -0.5100735 75.89 0.305 61.90 -0.504372 76.00 0.307 47.65 -0.4986869 76.51 0.309 41.41 -0.4930178 76.65 0.311 186.44 -0.4873646 77.06 0.313 83.04 -0.4817268 77.14 0.315 114.46 -0.4761044 77.14 0.317 115.06 -0.470497 77.42 0.319 68.91 -0.4649043 77.56 0.321 11.86 -0.4593261 77.59 0.323 51.45 -0.4537622 77.70 0.325 223.82 -0.4482123 78.60 0.327 294.59 -0.4426761 78.98 0.329 187.03 -0.4371535 79.09 0.331 85.87 -0.4316442 79.53 0.333 26.10 -0.426148 80.43 0.335 67.19 -0.4206646 80.86 0.337 63.64 -0.4151939 81.01 0.339 2.23 -0.4097355 81.21 0.341 73.18 -0.4042893 81.26 0.343 110.71 -0.3988551 81.65 0.345 154.53 -0.3934326 81.87 0.347 70.04 -0.3880217 82.28 0.349 73.26 -0.3826221 82.62 0.351 61.77 -0.3772336 83.04 0.353 51.96 -0.3718561 83.09 0.355 50.06 -0.3664893 83.53 0.357 138.04 -0.361133 83.97 0.359 49.84 -0.3557871 83.99 0.361 10.15 -0.3504513 84.14 0.363 83.97 -0.3451255 84.27 0.365 207.62 -0.3398095 84.39 0.367 243.93 -0.334503 84.68 0.369 122.49 -0.329206 85.49 0.371 76.00 -0.3239182 85.87 0.373 62.11 -0.3186394 86.41 0.375 105.83 -0.3133694 86.55 0.377 79.53 -0.3081082 87.34 0.379 101.82 -0.3028555 87.34 0.381 60.73 -0.2976111 87.87 0.383 70.27 -0.2923749 87.91 0.385 156.66 -0.2871467 87.98 0.387 143.47 -0.2819263 88.04 0.389 53.43 -0.2767136 88.36 0.391 78.60 -0.2715085 88.36 0.393 83.09 -0.2663106 88.83 0.395 57.44 -0.26112 88.98 0.397 65.78 -0.2559363 89.31 0.399 73.34 -0.2507596 89.40 0.401 75.07 -0.2455895 89.48 0.403 175.85 -0.240426 89.85 0.405 187.38 -0.2352689 90.67 0.407 122.83 -0.2301181 90.78 0.409 123.01 -0.2249734 91.06 0.411 55.39 -0.2198346 91.41 0.413 73.22 -0.2147016 91.73 0.415 221.74 -0.2095742 92.10 0.417 13.91 -0.2044524 92.35 0.419 132.36 -0.1993359 92.42 0.421 112.00 -0.1942246 92.48 0.423 91.41 -0.1891184 92.48 0.425 63.60 -0.1840172 93.13 0.427 57.34 -0.1789207 93.19 0.429 92.35 -0.1738288 93.47 0.431 91.73 -0.1687415 93.56 0.433 100.11 -0.1636585 94.48 0.435 60.68 -0.1585797 94.73 0.437 173.38 -0.1535051 94.85 0.439 184.25 -0.1484343 95.21 0.441 72.78 -0.1433674 95.44 0.443 191.06 -0.1383042 95.75 0.445 130.30 -0.1332445 95.78 0.447 33.99 -0.1281882 96.95 0.449 28.08 -0.1231352 97.32 0.451 93.19 -0.1180854 98.04 0.453 95.44 -0.1130385 98.11 0.455 66.55 -0.1079946 98.19 0.457 123.76 -0.1029533 98.27 0.459 100.66 -0.0979147 98.56 0.461 121.92 -0.0928786 98.67 0.463 155.90 -0.0878448 99.22 0.465 172.46 -0.0828133 99.52 0.467 123.62 -0.0777838 99.55 0.469 98.56 -0.0727564 99.57 0.471 161.18 -0.0677307 99.57 0.473 144.49 -0.0627068 99.76 0.475 75.58 -0.0576844 99.80 0.477 54.88 -0.0526635 100.01 0.479 175.52 -0.047644 100.11 0.481 158.11 -0.0426256 100.11 0.483 159.45 -0.0376083 100.43 0.485 57.34 -0.0325919 100.66 0.487 241.60 -0.0275764 101.16 0.489 59.09 -0.0225616 101.17 0.491 77.06 -0.0175473 101.35 0.493 111.96 -0.0125335 101.69 0.495 102.14 -0.00752 101.82 0.497 77.56 -0.0025066 102.14 0.499 24.25 0.00250663 102.71 0.501 157.90 0.00751996 102.79 0.503 165.40 0.01253347 102.90 0.505 2.86 0.0175473 102.92 0.507 166.58 0.02256157 102.99 0.509 55.19 0.02757641 103.07 0.511 88.36 0.03259194 103.47 0.513 4.18 0.03760829 103.60 0.515 92.48 0.04262559 103.79 0.517 83.53 0.04764396 104.48 0.519 117.43 0.05266353 104.69 0.521 182.46 0.05768443 104.70 0.523 106.64 0.06270678 105.20 0.525 54.82 0.06773071 105.60 0.527 95.78 0.07275636 105.64 0.529 114.09 0.07778384 105.83 0.531 52.08 0.08281329 106.26 0.533 94.48 0.08784484 106.44 0.535 138.75 0.09287861 106.44 0.537 82.62 0.09791473 106.64 0.539 77.70 0.10295334 106.65 0.541 71.34 0.10799457 107.22 0.543 90.67 0.11303854 107.64 0.545 198.03 0.11808539 108.32 0.547 118.49 0.12313525 108.48 0.549 104.70 0.12818825 108.51 0.551 179.98 0.13324452 108.66 0.553 74.58 0.13830421 109.05 0.555 310.97 0.14336744 109.28 0.557 79.09 0.14843434 109.68 0.559 81.87 0.15350506 109.77 0.561 116.59 0.15857973 110.07 0.563 126.61 0.16365849 110.71 0.565 69.83 0.16874147 110.85 0.567 123.81 0.17382881 111.49 0.569 94.73 0.17892066 111.66 0.571 49.85 0.18401715 111.89 0.573 49.54 0.18911843 111.96 0.575 213.07 0.19422463 112.00 0.577 67.18 0.1993359 112.24 0.579 129.89 0.20445238 112.70 0.581 22.49 0.20957422 113.17 0.583 109.05 0.21470157 113.46 0.585 127.81 0.21983456 113.95 0.587 120.19 0.22497336 114.06 0.589 140.35 0.2301181 114.09 0.591 138.69 0.23526894 114.18 0.593 55.53 0.24042603 114.29 0.595 129.18 0.24558952 114.38 0.597 101.17 0.25075957 114.46 0.599 116.92 0.25593633 115.06 0.601 120.48 0.26111996 115.32 0.603 112.24 0.26631061 115.86 0.605 9.11 0.27150845 116.06 0.607 60.84 0.27671364 116.11 0.609 158.87 0.28192633 116.25 0.611 63.51 0.28714669 116.27 0.613 137.79 0.2923749 116.35 0.615 99.57 0.2976111 116.59 0.617 69.03 0.30285548 116.88