statistics project

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simulation_book_example.xlsx
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ProfitHistogram

Bin Frequency
1
-1940819.1325165 0
-1808576.35070873 0
-1676333.56890095 1
-1544090.78709318 1
-1411848.00528541 0
-1279605.22347764 0
-1147362.44166987 1
-1015119.6598621 3
-882876.878054324 2
-750634.096246553 2
-618391.314438781 4
-486148.532631009 2
-353905.750823238 4
-221662.969015466 8
-89420.1872076944 3 Sum of Negative Bins = 32
42822.5946000773 8 Meaning only 32/10,000 trials were losses
175065.376407849 6 So the probability of a loss is .003
307308.158215621 12 (This assumes that all the estimates for the
439550.940023392 20 inputs were accurate!)
571793.721831164 14
704036.503638936 25
836279.285446707 22
968522.067254479 28
1100764.84906225 32
1233007.63087002 34
1365250.41267779 60
1497493.19448557 54
1629735.97629334 56
1761978.75810111 73
1894221.53990888 81
2026464.32171665 101
2158707.10352442 124
2290949.8853322 127
2423192.66713997 138
2555435.44894774 161
2687678.23075551 178
2819921.01256328 195
2952163.79437105 183
3084406.57617882 208
3216649.3579866 236
3348892.13979437 236
3481134.92160214 279
3613377.70340991 277
3745620.48521768 295
3877863.26702546 334
4010106.04883323 281
4142348.830641 335
4274591.61244877 336
4406834.39425654 307
4539077.17606431 335
4671319.95787209 350
4803562.73967986 287
4935805.52148763 315
5068048.3032954 289
5200291.08510317 269
5332533.86691094 278
5464776.64871871 272
5597019.43052649 284
5729262.21233426 262
5861504.99414203 243
5993747.7759498 207
6125990.55775757 212
6258233.33956534 176
6390476.12137312 145
6522718.90318089 161
6654961.68498866 162
6787204.46679643 112
6919447.2486042 102
7051690.03041198 92
7183932.81221975 96
7316175.59402752 75
7448418.37583529 67
7580661.15764306 55
7712903.93945083 46
7845146.7212586 37
7977389.50306638 42
8109632.28487415 24
8241875.06668192 17
8374117.84848969 10
8506360.63029746 12
8638603.41210523 16
8770846.19391301 12
8903088.97572078 8
9035331.75752855 10
9167574.53933632 9
9299817.32114409 9
9432060.10295187 4
9564302.88475964 2
9696545.66656741 0
9828788.44837518 2
9961031.23018295 1
10093274.0119907 2
10225516.7937985 1
10357759.5756063 1
10490002.357414 0
10622245.1392218 0
10754487.9210296 0
10886730.7028374 0
11018973.4846451 0
More 1

Histogram

Frequency -1940819.133 -1808576.351 -1676333.569 -1544090.787 -1411848.005 -1279605.223 -1147362.442 -1015119.66 -882876.8781 -750634.0962 -618391.3144 -486148.5326 -353905.7508 -221662.969 -89420.18721 42822.5946 175065.3764 307308.1582 439550.94 571793.7218 704036.5036 836279.2854 968522.0673 1100764.849 1233007.631 1365250.413 1497493.194 1629735.976 1761978.758 1894221.54 2026464.322 2158707.104 2290949.885 2423192.667 2555435.449 2687678.231 2819921.013 2952163.794 3084406.576 3216649.358 3348892.14 3481134.922 3613377.703 3745620.485 3877863.267 4010106.049 4142348.831 4274591.612 4406834.394 4539077.176 4671319.958 4803562.74 4935805.521 5068048.303 5200291.085 5332533.867 5464776.649 5597019.431 5729262.212 5861504.994 5993747.776 6125990.558 6258233.34 6390476.121 6522718.903 6654961.685 6787204.467 6919447.249 7051690.03 7183932.812 7316175.594 7448418.376 7580661.158 7712903.939 7845146.721 7977389.503 8109632.285 8241875.067 8374117.848 8506360.63 8638603.412 8770846.194 8903088.976 9035331.758 9167574.539 9299817.321 9432060.103 9564302.885 9696545.667 9828788.448 9961031.23 10093274.01 10225516.79 10357759.58 10490002.36 10622245.14 10754487.92 10886730.7 11018973.48 More 1.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 3.0 2.0 2.0 4.0 2.0 4.0 8.0 3.0 8.0 6.0 12.0 20.0 14.0 25.0 22.0 28.0 32.0 34.0 60.0 54.0 56.0 73.0 81.0 101.0 124.0 127.0 138.0 161.0 178.0 195.0 183.0 208.0 236.0 236.0 279.0 277.0 295.0 334.0 281.0 335.0 336.0 307.0 335.0 350.0 287.0 315.0 289.0 269.0 278.0 272.0 284.0 262.0 243.0 207.0 212.0 176.0 145.0 161.0 162.0 112.0 102.0 92.0 96.0 75.0 67.0 55.0 46.0 37.0 42.0 24.0 17.0 10.0 12.0 16.0 12.0 8.0 10.0 9.0 9.0 4.0 2.0 0.0 2.0 1.0 2.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0

Bin

Frequency

Data

Uniform Distribution Discrete Distribution Normal Distribution
1 Alpha 3 Alpha norm.inv
1 Beta 3 Beta
43 Starting at 80 Starting at 15000 <--Mean
47 Ending at 100 Ending at 4500 <--Std.Dev.
Trial # Selling Price Labor Cost DIST Labor RAND Parts Cost DIST Parts RAND Demand DIST Demand RAND Administrative Advertising Profit = (B9-C9-E9)*G9-I9-J9
1 500 43.4226739377 0.1056684844 88.5878160116 0.3693573873 7208.5333871024 0.0416869239 400000 600000 1652664.66930412
2 500 45.1121101281 0.528027532 94.9062714729 0.8914800222 24388.4383174487 0.98152516 400000 600000 7779389.49573945
3 500 43.1698792826 0.0424698206 90.1182043264 0.5110806234 12268.0117416868 0.2718894542 400000 600000 3498826.09610198
4 500 45.4182947801 0.604573695 85.3262206739 0.1214609851 14908.620426665 0.4918994066 400000 600000 4505089.8595601
5 500 44.2195923304 0.3048980826 95.9537695761 0.9402893588 9552.0491276072 0.1130136842 400000 600000 2437081.72449069
6 500 45.5497893822 0.6374473456 90.9438342706 0.5879603739 12256.9676033788 0.2710757451 400000 600000 3455485.87850909
7 500 46.2430492312 0.8107623078 88.929159285 0.4003735009 13195.1419490045 0.344180772 400000 600000 3813954.49556994
8 500 46.0286545012 0.7571636253 91.2929585161 0.6198707032 14638.1467150366 0.4679548548 400000 600000 4308939.43902637
9 500 43.3356250029 0.0839062507 88.4380119553 0.3559280301 16333.9150902927 0.616547452 400000 600000 5014578.14793152
10 500 44.4854872247 0.3713718062 90.362682915 0.5339717182 11373.2087015343 0.2101347956 400000 600000 3152947.96874819
11 500 45.9511225882 0.7377806471 89.910714719 0.4916299498 14451.1263433705 0.4514606269 400000 600000 4262206.59551617
12 500 45.6627858648 0.6656964662 88.6589173357 0.3757728297 9829.4417464749 0.1252753214 400000 600000 2594413.51634045
13 500 43.7045152962 0.1761288241 83.2524347237 0.0331983464 7371.8735497605 0.0450245077 400000 600000 1750026.19307037
14 500 45.9342750278 0.7335687569 89.5552585694 0.458360438 21099.2307948606 0.9123524766 400000 600000 6690890.45777543
15 500 43.7010802809 0.1752700702 86.6200550894 0.206435946 17978.7620904864 0.7459974476 400000 600000 5646368.35705791
16 500 44.670623724 0.417655931 85.6539536014 0.1409563643 14214.7695984447 0.4307379766 400000 600000 4254850.95952778
17 500 45.7141996176 0.6785499044 88.226413197 0.337180215 19376.8193995026 0.8346305247 400000 600000 6093066.63498397
18 500 45.9589934729 0.7397483682 91.6681930261 0.6535158439 22273.3839710137 0.9469860823 400000 600000 7071268.81576358
19 500 44.3572112988 0.3393028247 92.8350227246 0.751885467 22690.6117350177 0.9562768249 400000 600000 7232330.15222349
20 500 44.4358655586 0.3589663897 88.0980339085 0.3259442081 11339.5630383494 0.2079856575 400000 600000 3166905.01144879
21 500 44.9301225973 0.4825306493 87.8288632896 0.3027619646 15286.7752257524 0.5254065269 400000 600000 4613930.83642342
22 500 43.7419376628 0.1854844157 90.7056743176 0.5659376647 13748.5109660443 0.3904644686 400000 600000 4025801.01535158
23 500 44.0755180441 0.268879511 94.9271881338 0.8926074717 17000.4768361827 0.6716776536 400000 600000 5137126.13154792
24 500 44.553556424 0.388389106 92.7197214679 0.7426794834 8223.984581713 0.066061675 400000 600000 1983058.96999161
25 500 46.2880597328 0.8220149332 89.3710440766 0.4411907013 12530.8894781179 0.2916086839 400000 600000 3565515.50252267
26 500 44.0139152827 0.2534788207 93.1410735699 0.7756796416 14911.9767701115 0.4921969003 400000 600000 4410736.37738142
27 500 43.4530156893 0.1132539223 97.8821631889 0.9899323746 17456.2881355442 0.707412659 400000 600000 5260956.46158621
28 500 44.742373702 0.4355934255 84.4392539765 0.0761787241 16336.120624021 0.616734563 400000 600000 5057733.65984732
29 500 46.2986319963 0.8246579991 86.5853286147 0.20388848 7263.7452352946 0.0427919179 400000 600000 1666637.38191189
30 500 43.4440140062 0.1110035016 86.9228949491 0.2292140126 12374.4814983248 0.2797956894 400000 600000 3574017.84630141
31 500 44.475337692 0.368834423 88.1417448286 0.3297575091 13485.4780522861 0.3682241439 400000 600000 3954334.2704527
32 500 46.0995758595 0.7748939649 89.6409861299 0.4663713595 15955.1561574073 0.5840467003 400000 600000 4811816.21526953
33 500 45.3419761046 0.5854940262 90.5048997815 0.5472539717 8280.1539426549 0.0676794524 400000 600000 2015243.92636158
34 500 46.5588747821 0.8897186955 89.6072298308 0.4632156491 20104.0908525089 0.8716535609 400000 600000 6314549.688085
35 500 44.1263860389 0.2815965097 92.0546081618 0.6872673204 14903.1306068062 0.4914128195 400000 600000 4422042.16066465
36 500 43.187472511 0.0468681277 90.8574665423 0.5799943254 15467.9652888291 0.541412265 400000 600000 4660580.17999566
37 500 43.9201629516 0.2300407379 93.3211621605 0.7892210662 11379.9475176948 0.2105668045 400000 600000 3128174.68181295
38 500 46.2089446824 0.8022361706 94.2215270964 0.8512614078 9671.6204741223 0.1181898394 400000 600000 2477620.01101526
39 500 44.0284793312 0.2571198328 91.2945626284 0.6200160965 8439.6283049156 0.0724395161 400000 600000 2077737.97722768
40 500 43.1822055141 0.0455513785 83.9001294333 0.0541567286 14709.6732812943 0.4742792663 400000 600000 4485497.01374689
41 500 45.7183046291 0.6795761573 90.4627574765 0.5433216176 9578.5132439674 0.1141451187 400000 600000 2484844.51502795
42 500 44.0198868605 0.2549717151 89.8006462412 0.4813155362 20737.0039404305 0.8988258688 400000 600000 6593465.04797464
43 500 44.3994183873 0.3498545968 89.611967688 0.4636584703 14660.5658752687 0.4699363727 400000 600000 4365600.18404119
44 500 46.3450325096 0.8362581274 91.0984427021 0.6021536548 23593.0941469416 0.9719061169 400000 600000 7553830.22291829
45 500 46.5651484857 0.8912871214 86.9444253059 0.2308707559 9289.2393689223 0.1022102039 400000 600000 2404417.29546777
46 500 43.102192016 0.025548004 92.7025577276 0.7412982366 14698.4156918033 0.4732833941 400000 600000 4353093.18124962
47 500 45.8387886245 0.7096971561 83.7824651478 0.0499067343 23804.5822234915 0.9748012027 400000 600000 7816711.31841229
48 500 45.806800343 0.7017000857 90.6701688665 0.5626404657 9764.3269355899 0.1223168154 400000 600000 2549557.7212551
49 500 43.0591375813 0.0147843953 87.2969369975 0.2586610619 6787.6197566531 0.0340025227 400000 600000 1509002.41111602
50 500 44.7434277651 0.4358569413 88.3983202252 0.3523908283 19338.6051256865 0.8325107441 400000 600000 6094526.8727137
51 500 44.5940871874 0.3985217969 95.8347780242 0.9355387445 16412.4080276294 0.6231895234 400000 600000 4901428.17910483
52 500 44.7094117301 0.4273529325 87.2966753362 0.2586399852 3771.4388590321 0.0062936725 400000 600000 387866.543125579
53 500 45.3309309091 0.5827327273 84.4870469644 0.0783332125 15098.150003839 0.5087006849 400000 600000 4589063.69879043
54 500 43.0073361134 0.0018340284 95.1394714309 0.9037021338 15639.9672836269 0.556544889 400000 600000 4659372.09148262
55 500 46.507749767 0.8769374417 92.8153056076 0.7503202872 22528.3769926421 0.9528336613 400000 600000 7125466.18107589
56 500 43.8014047958 0.2003511989 83.6090423714 0.0440034126 15340.5893285018 0.5301657486 400000 600000 4715743.31809896
57 500 43.5864396951 0.1466099238 83.22398533 0.0324125757 19637.4741157302 0.8486240071 400000 600000 6328500.61883026
58 500 46.0609094873 0.7652273718 91.7088560762 0.6571137159 19337.9525168701 0.8324743919 400000 600000 6004791.07370873
59 500 44.4556747495 0.3639186874 83.5097839726 0.0408167574 20079.5016504271 0.8705042827 400000 600000 6470268.18560438
60 500 45.304116333 0.5760290833 93.4848174711 0.8012155864 9943.7467944176 0.130588869 400000 600000 2591791.38159324
61 500 45.3978975191 0.5994743798 88.1497688515 0.3304589223 16892.1097867199 0.6629285066 400000 600000 5190153.05126687
62 500 46.7982732771 0.9495683193 87.7564548549 0.2966191083 11527.9852098054 0.2201878795 400000 600000 3212847.68908782
63 500 43.2023026875 0.0505756719 83.3955533079 0.0373211071 19902.250905065 0.8620088298 400000 600000 6431543.15846752
64 500 43.8923254937 0.2230813734 88.90571307 0.3982266389 15094.4337232151 0.5083712978 400000 600000 4542705.66993369
65 500 43.3919892222 0.0979973056 95.3395394552 0.9135736791 15088.2321177418 0.5078216149 400000 600000 4450902.5521362
66 500 45.3283130943 0.5820782736 95.0587957067 0.8995605921 15887.1560471726 0.5781432737 400000 600000 4713226.11905277
67 500 43.7011320536 0.1752830134 87.3159773086 0.2601964723 15731.5608520948 0.5645711325 400000 600000 4804676.79745016
68 500 45.3737423153 0.5934355788 94.4501034248 0.8653899428 26798.455562799 0.9956276766 400000 600000 8652164.66471407
69 500 45.2752545102 0.5688136275 93.3285858425 0.7897716656 19891.4299147546 0.8614781536 400000 600000 6188686.38108668
70 500 46.8475075498 0.9618768875 89.2070538452 0.42597232 12057.3011724888 0.2565774626 400000 600000 3388199.763613
71 500 46.7984884803 0.9496221201 85.9835877435 0.1619960276 10066.5720668572 0.1364699665 400000 600000 2696625.69393414
72 500 46.8901890363 0.9725472591 91.0340287639 0.5962514134 8312.7723826057 0.0686328712 400000 600000 2009853.56268059
73 500 44.8928590326 0.4732147582 89.4928048211 0.4525319355 12729.2858377738 0.3069187995 400000 600000 3654009.3911943
74 500 45.5688145385 0.6422036346 84.3177841971 0.0708510551 7347.111596968 0.0445051287 400000 600000 1719264.4626229
75 500 45.4873321259 0.6218330315 84.2545255769 0.0681608121 14110.8655252754 0.4216847142 400000 600000 4224662.85559489
76 500 45.9256712646 0.7314178161 92.8260548173 0.7511740485 7384.3632235567 0.0452883219 400000 600000 1667588.46849397
77 500 46.2405831629 0.8101457907 85.6519020087 0.1408298511 14887.994755386 0.4900713301 400000 600000 4480382.75018304
78 500 43.1572930588 0.0393232647 86.9408071775 0.2305920065 6269.5696357715 0.0261840341 400000 600000 1319125.71897222
79 500 46.4614467211 0.8653616803 90.1118146782 0.5104817524 10420.2941019012 0.1544073211 400000 600000 2787013.50071392
80 500 45.1874106907 0.5468526727 90.4393000728 0.5411314262 18389.8996191976 0.7743684828 400000 600000 5700788.21297729
81 500 43.2455422471 0.0613855618 92.0843810948 0.6898245645 12269.0776780614 0.2719680544 400000 600000 3474165.49738186
82 500 46.0572505289 0.7643126322 87.0054725415 0.2355943856 17606.0571544506 0.7187471831 400000 600000 5460318.66972133
83 500 46.191841662 0.7979604155 95.0313951169 0.8981330417 20852.6932564354 0.9033020399 400000 600000 6481461.79098555
84 500 43.6152906784 0.1538226696 90.5717333439 0.5534833108 10328.0307492684 0.1495848948 400000 600000 2778127.66437868
85 500 44.9048288512 0.4762072128 86.4416178708 0.193492302 12812.4457418715 0.3134399206 400000 600000 3723353.64892344
86 500 46.0398792506 0.7599698126 86.9405805197 0.2305745488 8026.3294724924 0.0606062214 400000 600000 1945819.75272628
87 500 46.238727138 0.8096817845 90.0063330932 0.5005937273 2128.2945110153 0.002115675 400000 600000 -225822.358335493
88 500 44.5309367293 0.3827341823 92.2318742929 0.7023935811 17612.5273506297 0.7192320318 400000 600000 5397524.925638
89 500 46.7391251285 0.9347812821 94.5080704582 0.8688625447 18261.015913793 0.7656728104 400000 600000 5551190.67050849
90 500 46.2097666109 0.8024416527 96.9158746101 0.9712892361 16165.9941507797 0.6022247425 400000 600000 4769228.79658467
91 500 46.4259142931 0.8564785733 85.5832960253 0.1366313399 17134.3250578842 0.6823550283 400000 600000 5305273.80871177
92 500 44.9212153037 0.4803038259 89.8517688553 0.4861053657 11541.1081716328 0.2210527459 400000 600000 3215124.49702286
93 500 45.3454765762 0.586369144 88.3018762081 0.3438348883 15540.2297290486 0.5477786462 400000 600000 4693204.29957739
94 500 44.1967076123 0.2991769031 80.8431769239 0.0007027315 16363.8831106383 0.6190875091 400000 600000 5135803.50060152
95 500 44.2938359656 0.3234589914 84.3363151692 0.0716500698 12601.9140302023 0.2970486359 400000 600000 3679970.90880796
96 500 43.9166585694 0.2291646424 87.4300805306 0.2694679895 12961.6659721473 0.3252876501 400000 600000 3778360.427328
97 500 44.6708672734 0.4177168184 84.2987722296 0.0700364502 20673.3486008662 0.8962994762 400000 600000 6670439.98405847
98 500 46.4309552799 0.85773882 85.6269748978 0.1392971499 15529.9234947143 0.5468713955 400000 600000 4714112.19482618
99 500 44.7677824755 0.4419456189 84.6716921563 0.0869653641 8756.5554543195 0.082655018 400000 600000 2244833.78956771
100 500 46.687108592 0.921777148 92.976044858 0.7629679514 14939.2888322983 0.4946178851 400000 600000 4383176.2275302
101 500 43.0237042596 0.0059260649 92.483220603 0.7234086659 16359.7706446915 0.6187392419 400000 600000 4963023.11082645
102 500 46.9611297819 0.9902824455 90.6595939483 0.5616578132 12275.0747912775 0.2724104812 400000 600000 3448232.71902142
103 500 45.4800143929 0.6200035982 89.4330914833 0.4469660893 11800.4845117781 0.2385410515 400000 600000 3308202.239561
104 500 45.0712045136 0.5178011284 94.1581004224 0.847219609 12490.8057218781 0.2885592125 400000 600000 3506316.6621906
105 500 44.6708976326 0.4177244081 95.9912213934 0.9417423466 23190.5392519117 0.9656296211 400000 600000 7333239.23342758
106 500 44.2259881448 0.3064970362 88.4829028934 0.3599394065 13368.3422178393 0.3584553598 400000 600000 3910073.23816993
107 500 45.0729865544 0.5182466386 88.3476669874 0.3478901909 7123.2352539061 0.0400253335 400000 600000 1611230.92404501
108 500 45.5576289486 0.6394072371 87.3821563787 0.2655593582 17501.5967589452 0.7108639427 400000 600000 5424139.86345319
109 500 46.2165432912 0.8041358228 92.0104627762 0.6834635891 12178.7776661109 0.2653498413 400000 600000 3405952.85870798
110 500 45.6965497655 0.6741374414 93.8564273721 0.8272937858 8488.5653443689 0.0739504953 400000 600000 2059678.10675092
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1913 500 45.8198769157 0.7049692289 86.6411236216 0.2079880974 19424.0189859405 0.83722466 400000 600000 6139084.5036368
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1919 500 44.6440401442 0.4110100361 92.4466870487 0.7203872153 7473.0653893973 0.0471978985 400000 600000 1712044.72610575
1920 500 43.7541890224 0.1885472556 88.2431299352 0.3386512617 9711.6764662044 0.1199607535 400000 600000 2573922.97697935
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1922 500 43.670094164 0.167523541 89.1328770102 0.4191137954 19492.4153553503 0.8409365664 400000 600000 6157557.00312159
1923 500 46.4368775119 0.859219378 87.042671655 0.2384914473 14407.0513637001 0.4475845462 400000 600000 4280478.96099894
1924 500 45.5662414347 0.6415603587 91.5216624694 0.6404690633 16324.0726397599 0.6157121165 400000 600000 4924203.41851775
1925 500 46.9448047643 0.9862011911 86.9049872139 0.2278397149 9336.8958545719 0.104111351 400000 600000 2418706.35942956
1926 500 45.1767226088 0.5441806522 88.4902381986 0.3605959497 10080.7203712922 0.1371588696 400000 600000 2692900.93086581
1927 500 44.8652104924 0.4663026231 88.4538511458 0.3573420941 16051.2818458695 0.5923592968 400000 600000 4885699.08915388
1928 500 44.7233282778 0.4308320695 87.4070699716 0.2675886781 12815.7494956481 0.3137002165 400000 600000 3714524.66309951
1929 500 46.1131515987 0.7782878997 86.0373711347 0.1655608821 13771.4239794991 0.3924201148 400000 600000 4065811.11207554
1930 500 46.1186816252 0.7796704063 96.1218433858 0.9466519991 16704.3414386215 0.6475604706 400000 600000 4976136.42311702
1931 500 43.6311410391 0.1577852598 85.2219940592 0.1155670303 13264.2384666137 0.3498502524 400000 600000 3922980.52219198
1932 500 46.1492767309 0.7873191827 84.92543526 0.0996226564 11631.14996834 0.2270391156 400000 600000 3291025.35194638
1933 500 46.9974781127 0.9993695282 90.8850012208 0.5825366593 17236.5909321884 0.6904125992 400000 600000 5241671.5731079
1934 500 46.0029466756 0.7507366689 87.9666476354 0.3145623806 28061.0135823574 0.9981487037 400000 600000 9271184.18559488
1935 500 45.2647392489 0.5661848122 88.4233874113 0.3546236779 17115.2594174605 0.6808430844 400000 600000 5269522.73990671
1936 500 45.8447686154 0.7111921538 88.3652592328 0.3494515657 16349.2531957463 0.6178481268 400000 600000 4980392.87117404
1937 500 44.3124122699 0.3281030675 93.52070809 0.8038053146 9045.5187563587 0.0928814369 400000 600000 2275987.30271605
1938 500 45.091923251 0.5229808127 87.7482237972 0.2959234456 26749.0684548436 0.9954848394 400000 600000 8821184.04047871
1939 500 45.7958303875 0.6989575969 89.231824178 0.4282663252 20559.620465326 0.8916724084 400000 600000 6503692.90247238
1940 500 46.8386901847 0.9596725462 86.5484956886 0.2012013988 12939.2929406986 0.3234996055 400000 600000 3743710.59779915
1941 500 43.2431997982 0.0607999495 87.9380948544 0.3121053217 10189.1566555588 0.1425176452 400000 600000 2757951.56628509
1942 500 43.421471957 0.1053679892 89.8236489047 0.4834705123 10309.7660960588 0.148642285 400000 600000 2781157.0185042
1943 500 44.4666077818 0.3666519455 88.368588736 0.3497472795 21506.0675454416 0.9258823352 400000 600000 6896271.06399537
1944 500 43.1011316188 0.0252829047 87.7794509604 0.2985655288 9833.7693286523 0.1254737016 400000 600000 2629835.20564243
1945 500 43.896007415 0.2240018537 89.7699883911 0.478444016 15990.6265303842 0.5871186381 400000 600000 4857910.24644576
1946 500 45.39753882 0.599384705 92.9464456086 0.7606583527 10080.6243526822 0.1371541863 400000 600000 2645718.43786307
1947 500 46.4234779772 0.8558694943 83.6663609892 0.0459071682 17775.7258846611 0.7313259009 400000 600000 5575421.62448273
1948 500 45.0199710912 0.5049927728 90.4122691275 0.5386064582 14847.4718821145 0.4864803854 400000 600000 4412909.56247872
1949 500 45.4410212977 0.6102553244 89.7030451442 0.4721768443 14875.1955327058 0.488937023 400000 600000 4427303.35294512
1950 500 45.144473007 0.5361182518 87.5421554704 0.2786887946 11595.0913966434 0.2246308805 400000 600000 3259032.11401304
1951 500 45.4030169839 0.600754246 91.79461548 0.6646677171 12058.0704654053 0.2566325377 400000 600000 3374696.51276609
1952 500 45.0144952301 0.5036238075 84.4244019948 0.0755159024 16409.1264112856 0.6229125468 400000 600000 5080583.97854255
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1955 500 43.9658099 0.241452475 86.6933661074 0.2118582319 12400.7819990631 0.2817657528 400000 600000 3580115.04168734
1956 500 44.7522347754 0.4380586939 91.9853552094 0.6812939197 11251.6287876608 0.2024304351 400000 600000 3087293.79000198
1957 500 46.2110167021 0.8027541755 96.0684062056 0.9446731238 17175.1300215676 0.6855807182 400000 600000 5143897.42295084
1958 500 46.2517441556 0.8129360389 84.5182836657 0.0797591144 10870.9019316793 0.1794200906 400000 600000 3013862.81779201
1959 500 43.8749224686 0.2187306172 88.3192327462 0.3453705021 10746.2067475026 0.1722560874 400000 600000 2952517.65100121
1960 500 45.6290812693 0.6572703173 84.5143825562 0.0795802685 11283.7075431822 0.2044466448 400000 600000 3173352.9871273
1961 500 44.4946823187 0.3736705797 85.2028710558 0.1145019028 16290.4457594108 0.6128541454 400000 600000 5032391.92132966
1962 500 44.2011078228 0.3002769557 93.7123157007 0.8173762726 23495.4666716156 0.9704790685 400000 600000 7507393.08984375
1963 500 45.0050633924 0.5012658481 87.373126724 0.2648252527 22617.288228151 0.9547466322 400000 600000 7314608.433092
1964 500 44.9867424345 0.4966856086 95.4096718206 0.9168986996 17325.5094685096 0.6973450873 400000 600000 5230315.32973345
1965 500 44.2434860891 0.3108715223 92.1659979561 0.696800523 17269.1632781686 0.6929601341 400000 600000 5278903.98641773
1966 500 43.3136567158 0.0784141789 86.1090904377 0.1703708798 6969.8689196979 0.0371733726 400000 600000 1582874.8769617
1967 500 45.440836603 0.6102091507 93.8455826102 0.8265562857 17993.26393429 0.7470290411 400000 600000 5490414.66377983
1968 500 46.6003804237 0.9000951059 94.5814558639 0.8731938536 16078.2375562558 0.5946830529 400000 600000 4769163.67566729
1969 500 44.0981340169 0.2745335042 88.5716093974 0.3678986976 19082.1892111106 0.8178370947 400000 600000 6009465.459134
1970 500 45.3181397174 0.5795349294 86.5569106662 0.2018139398 12685.9197414035 0.3035420824 400000 600000 3670003.56564114
1971 500 46.8237412435 0.9559353109 97.7221712709 0.9876356741 4937.217387601 0.0126701906 400000 600000 754954.101227564
1972 500 45.4852153467 0.6213038367 92.2960768481 0.7078113316 13558.8303342239 0.3743856496 400000 600000 3911262.00301228
1973 500 46.506217911 0.8765544777 88.3874824034 0.3514265891 16427.7757780844 0.6244857543 400000 600000 4997884.42640141
1974 500 45.5133828849 0.6283457212 96.9547813199 0.972271782 13689.3445320829 0.3854274734 400000 600000 3894376.48138829
1975 500 46.9404282797 0.9851070699 91.314250406 0.6217995496 14520.03705999 0.4575299808 400000 600000 4252555.47176134
1976 500 43.17666698 0.044166745 87.1260470395 0.2450353634 12736.6157345585 0.3074911772 400000 600000 3708692.26964208
1977 500 43.1106117036 0.0276529259 87.2984656368 0.2587842059 20218.0958930015 0.8768894377 400000 600000 6472424.71551443
1978 500 45.0484275965 0.5121068991 90.3524028166 0.5330104217 10861.3771570187 0.1788663536 400000 600000 2960049.09201934
1979 500 45.0343027312 0.5085756828 83.9858887665 0.0573795622 21714.7393227753 0.9321719598 400000 600000 7055729.83563972
1980 500 46.805992688 0.951498172 86.7762461364 0.2180596975 19893.4874785011 0.8615791663 400000 600000 6289327.14384775
1981 500 46.3773032573 0.8443258143 91.9504121596 0.6782668255 11476.9972823151 0.2168460041 400000 600000 3150911.82724882
1982 500 44.6834412993 0.4208603248 89.0006043755 0.4069286583 14491.274626081 0.4549954246 400000 600000 4308385.09404111
1983 500 45.832699119 0.7081747797 92.3243169009 0.7101837795 23104.3653061455 0.9641462011 400000 600000 7360152.48534351
1984 500 44.4845960307 0.3711490077 90.2504483416 0.5234697156 17994.2918251225 0.7471020767 400000 600000 5572684.20505452
1985 500 44.5431923987 0.3857980997 97.473171271 0.9834618936 15072.7743852228 0.5064514475 400000 600000 4395806.58400737
1986 500 46.3731954209 0.8432988552 86.5820068256 0.2036455134 16532.1737965455 0.6332536134 400000 600000 5068048.3875793
1987 500 44.6666358462 0.4166589615 86.1084635156 0.170328557 15766.7606806821 0.5676487784 400000 600000 4821480.6457121
1988 500 43.668616516 0.167154129 86.9477860102 0.2311297945 11188.9718330109 0.1985267835 400000 600000 3133022.66771013
1989 500 44.7293812703 0.4323453176 88.4201917446 0.3543388225 14157.4093819726 0.425735307 400000 600000 4193651.67678051
1990 500 46.8205085545 0.9551271386 93.1290056119 0.7747597348 8258.0093368089 0.0670380314 400000 600000 1973300.27373675
1991 500 46.3175569942 0.8293892485 86.3165353509 0.1846393617 13795.5630794935 0.3944833504 400000 600000 4068019.55230865
1992 500 45.3571757214 0.5892939303 87.9136812644 0.3100092373 14665.7100224698 0.4703911451 400000 600000 4378343.26823574
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1995 500 46.1108037 0.777700925 82.5492167837 0.0169503622 9358.8934151388 0.1049974902 400000 600000 2475331.28907309
1996 500 43.191412971 0.0478532427 85.1737656493 0.1128904907 14811.236104178 0.4832702622 400000 600000 4504371.08398962
1997 500 43.977690154 0.2444225385 95.7727123548 0.9329797667 15544.491317991 0.5481537183 400000 600000 4599896.74051169
1998 500 44.5384514707 0.3846128677 93.8272627853 0.8253071611 14025.9471937161 0.4143160897 400000 600000 4072263.39528251
1999 500 44.9471218982 0.4867804746 92.2723815307 0.7058156655 13168.7276573679 0.3420225727 400000 600000 3777357.55874962
2000 500 46.5331763251 0.8832940813 91.5512090139 0.6431098131 16191.9804246074 0.6044507954 400000 600000 4860130.54795182
2001 500 44.6533484433 0.4133371108 86.2697552589 0.1813761727 20797.6522801081 0.90119091 400000 600000 6675932.95382228
2002 500 43.1940251042 0.0485062761 93.6384422506 0.8121953838 15904.3346212732 0.5796363447 400000 600000 4775937.96277186
2003 500 44.8208894408 0.4552223602 95.80990349 0.9345198394 19586.2124851685 0.8459360971 400000 600000 6038681.65028331
2004 500 43.4175549118 0.1043887279 82.6101662837 0.0181043397 13732.7413156232 0.3891201198 400000 600000 4135664.56403736
2005 500 44.0876847886 0.2719211971 88.5156442147 0.3628721959 7223.1707779859 0.0419775963 400000 600000 1653768.89787262
2006 500 45.552769959 0.6381924898 88.1266136963 0.3284360139 7686.3752754967 0.0520546568 400000 600000 1815677.72837678
2007 500 45.8548071378 0.7137017845 89.0870539677 0.4148856913 14596.6032709466 0.4642851713 400000 600000 4328608.82427297
2008 500 43.8758863168 0.2189715792 97.1276344014 0.9763919936 19064.6123677386 0.8168026419 400000 600000 5844128.71888943
2009 500 46.6624447773 0.9156111943 94.8010889007 0.8857180292 23105.179072973 0.964160451 400000 600000 7284049.25856153
2010 500 46.3599759752 0.8399939938 86.3933345383 0.1900531083 24900.1429215285 0.9860976791 400000 600000 8144495.05567201
2011 500 46.3243094743 0.8310773686 87.4307113756 0.269519579 13151.3693735466 0.3406071011 400000 600000 3816623.00201016
2012 500 44.288390649 0.3220976623 86.4991907433 0.1976286749 16120.3569233754 0.5983073121 400000 600000 4951835.96849829
2013 500 44.010210247 0.2525525618 93.7282970252 0.8184884868 2030.9283109437 0.0019756988 400000 600000 -264272.878454553
2014 500 46.2750045146 0.8187511286 87.0288270137 0.2374115849 14160.8474233032 0.4260348275 400000 600000 4192728.49243857
2015 500 45.7631844642 0.6907961161 86.1393198766 0.1724174001 7485.295118436 0.0474661699 400000 600000 1755318.3873664
2016 500 44.0759700094 0.2689925024 94.5569387714 0.8717549248 9824.661413205 0.1250564414 400000 600000 2550309.317103
2017 500 44.3361841323 0.3340460331 89.357899501 0.439968332 16408.7569442199 0.6228813589 400000 600000 5010624.74889046
2018 500 44.8272527449 0.4568131862 98.3652902094 0.9951870915 11171.4282550325 0.1974419751 400000 600000 2986048.90724724
2019 500 44.9000469895 0.4750117474 87.8565686864 0.3051232105 15914.4949527624 0.5805188895 400000 600000 4844492.98626131
2020 500 45.8805990097 0.7201497524 94.9229388612 0.8923789227 18914.8177831323 0.8078387333 400000 600000 5794135.62951773
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2023 500 45.6353811909 0.6588452977 91.8410201334 0.6687353727 4684.0728106279 0.0109404713 400000 600000 698086.931767773
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2025 500 44.1219414559 0.280485364 90.3053691141 0.5286105621 13520.1982532038 0.3711364872 400000 600000 3942615.23705085
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2027 500 44.2751266709 0.3187816677 94.9434255345 0.89347848 18170.2458707946 0.7594389893 400000 600000 5555487.61204934
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2032 500 45.7179615654 0.6794903913 86.946217318 0.2310088672 12364.6652509618 0.2790621106 400000 600000 3541984.46279445
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9951 500 45.0171925424 0.5042981356 81.4071203677 0.0031254116 16750.8735838541 0.6513926326 400000 600000 5257719.10844587
9952 500 46.9691135978 0.9922783994 94.7170754543 0.8810055359 8465.1211418611 0.0732236543 400000 600000 2033169.81647618
9953 500 44.0691754013 0.2672938503 95.4890225197 0.9205756579 21575.5348065992 0.9280238278 400000 600000 6776724.64650865
9954 500 46.9838611984 0.9959652996 97.7129658737 0.9874945446 17375.9587795985 0.7012471532 400000 600000 5173733.28705566
9955 500 44.5851224727 0.3962806182 86.7869074742 0.2188628603 14042.7934157263 0.4157755792 400000 600000 4176566.43071499
9956 500 44.3461758128 0.3365439532 85.5040375857 0.1318590757 15662.0608000307 0.5584831722 400000 600000 4797308.46287196
9957 500 45.4906822769 0.6226705692 89.5157545071 0.4546729054 12422.9000081745 0.2834276816 400000 600000 3534278.53945946
9958 500 44.0772901464 0.2693225366 84.7342779967 0.0900021004 10235.9249646053 0.1448720086 400000 600000 2799456.93621677
9959 500 45.6433048918 0.660826223 93.7155192382 0.8175994675 16902.3177315891 0.6637565213 400000 600000 5095671.74164759
9960 500 44.8988058422 0.4747014606 93.3953603707 0.794696579 20901.7341079928 0.905154957 400000 600000 6560279.16312606
9961 500 46.9899390611 0.9974847653 84.1900790527 0.0654794424 14630.2353380557 0.4672557945 400000 600000 4395923.13237248
9962 500 45.039081374 0.5097703435 86.8127935338 0.2208180695 1872.045693161 0.0017652488 400000 600000 -310809.887975864
9963 500 46.8087695432 0.9521923858 87.3037796992 0.2592124662 7679.7032181892 0.051896949 400000 600000 1809907.03307796
9964 500 44.325811956 0.331452989 87.4576792534 0.2717283067 18562.8267634918 0.7857436434 400000 600000 5835139.26413761
9965 500 44.126008399 0.2815020998 90.7214765875 0.5674040784 21108.5267028253 0.9126809249 400000 600000 6707831.6137653
9966 500 46.8080481849 0.9520120462 83.3261683043 0.0352868622 14060.7712104853 0.4173343856 400000 600000 4200598.16053113
9967 500 45.3638242691 0.5909560673 85.3592312275 0.1233588087 17913.1796909939 0.7413048026 400000 600000 5614924.26263076
9968 500 43.698592156 0.174648039 90.602571919 0.5563545229 10704.3124793736 0.1698907101 400000 600000 2914554.61308427
9969 500 45.2663942522 0.5665985631 95.9489633584 0.9401014326 14892.8536719204 0.490501964 400000 600000 4343327.17883792
9970 500 44.6381578292 0.4095394573 89.8582238263 0.4867102647 12271.7168087509 0.2721627078 400000 600000 3485356.89689766
9971 500 45.2813757925 0.5703439481 92.0342011438 0.6855107459 14022.4084466951 0.4140096564 400000 600000 4085709.11745347
9972 500 45.8199450573 0.7049862643 90.7028990955 0.5656800623 10167.7406085418 0.1414482258 400000 600000 2695741.43778487
9973 500 43.2336449361 0.058411234 91.717954705 0.6579173636 19515.9288902008 0.8421997468 400000 600000 6124258.62288433
9974 500 45.180491872 0.545122968 91.7280044461 0.6588044177 20523.7784985084 0.8901838285 400000 600000 6452009.59625756
9975 500 46.3154944332 0.8288736083 90.4386643989 0.5410720612 17623.7531767805 0.7200722868 400000 600000 5401755.04723576
9976 500 44.3816314861 0.3454078715 90.8263871394 0.5771217965 6825.6847751531 0.0346457433 400000 600000 1489955.07336574
9977 500 45.9423987779 0.7355996945 91.6811615383 0.6546644027 12836.5481154205 0.3153410229 400000 600000 3651662.60389587
9978 500 45.2533382785 0.5633345696 84.306922566 0.0703850286 10663.8418559019 0.167625586 400000 600000 2950310.79549559
9979 500 44.563322789 0.3908306973 92.0020541743 0.6827374655 24130.1121332519 0.9787664649 400000 600000 7769718.20698049
9980 500 45.4714961389 0.6178740347 92.7077084899 0.741713034 10936.881926552 0.1832854707 400000 600000 2957191.31754527
9981 500 46.9264349341 0.9816087335 89.5143046846 0.4545376232 14523.0938711558 0.4577994515 400000 600000 4280005.26624678
9982 500 46.3276913319 0.831922833 93.4958328258 0.8020119899 10871.479415422 0.1794536981 400000 600000 2915651.14303816
9983 500 46.4794202916 0.8698550729 92.5400930378 0.7280889483 17120.135480753 0.6812300538 400000 600000 5180034.83770931
9984 500 45.1865937264 0.5466484316 92.2789045128 0.7063654983 10974.8792262979 0.1855348939 400000 600000 2978772.37219097
9985 500 43.2538150341 0.0634537585 93.0681289733 0.7700958726 11692.5347470411 0.2311720984 400000 600000 3252318.30642975
9986 500 44.3647646919 0.341191173 83.76766059 0.0493860419 13576.5120193502 0.37587577 400000 600000 4048664.59776669
9987 500 43.6005391655 0.1501347914 94.6858395962 0.8792286565 15907.3246113311 0.5798961024 400000 600000 4753895.98937843
9988 500 43.2345723785 0.0586430946 92.7148536719 0.742288031 15961.7181622987 0.5846154008 400000 600000 4810872.65820539
9989 500 44.0870750297 0.2717687574 84.5530730106 0.0813637026 8747.8280701183 0.0823598999 400000 600000 2248592.13708811
9990 500 45.4699651245 0.6174912811 92.6652090174 0.7382830675 9240.4658753625 0.1002907743 400000 600000 2343799.57483517
9991 500 46.6282490524 0.9070622631 93.3213790517 0.7892371612 17910.4958850011 0.7411118157 400000 600000 5448680.70423355
9992 500 44.2085363084 0.3021340771 91.0421976882 0.5970008324 18517.253603167 0.7827786579 400000 600000 5754154.6601545
9993 500 45.2033479103 0.5508369776 90.8838151647 0.5824271992 20020.2904566933 0.867707608 400000 600000 6285640.69615842
9994 500 44.3690144916 0.3422536229 95.8717581239 0.9370370106 16609.2903754051 0.6396861767 400000 600000 4975345.47286062
9995 500 43.4597932989 0.1149483247 93.8069423871 0.8239168202 23685.781830421 0.9732073429 400000 600000 7591620.96117698
9996 500 43.0105838173 0.0026459543 91.4702089956 0.635858799 14202.6791651025 0.4296825568 400000 600000 4191352.02836144
9997 500 43.0853862798 0.0213465699 86.8944604595 0.2270334272 18428.5579636674 0.7769406831 400000 600000 5818937.84209142
9998 500 46.6512898918 0.912822473 90.7665241235 0.5715806463 17516.7700459515 0.7120154404 400000 600000 5351268.77465224
9999 500 43.6958885169 0.1739721292 90.306790854 0.5287436006 17832.2118490104 0.7354499803 400000 600000 5526541.75762876
10000 500 43.0939762937 0.0234940734 96.2557492944 0.9514309166 19640.5350047 0.8487835125 400000 600000 6083364.3390404
Selling Price Labor Cost DIST Parts Cost DIST Demand DIST Admin Cost Advertise Cost Profit
$500 Labor Cost DIST Parts Cost DIST Demand DIST $400,000 $600,000 Profit
Mean 45.0019124799 Mean 89.9434373281 Mean 14950.1993030715 Mean 4457750.84016729
Standard Error 0.0115517766 Standard Error 0.0376451443 Standard Error 44.5914528751 Standard Error 16291.1903551921
Median 45.0314744165 Median 89.9259743838 Median 14926.7567575592 Median 4457752.26073018
Mode ERROR:#N/A Mode ERROR:#N/A Mode ERROR:#N/A Mode ERROR:#N/A
Standard Deviation 1.1551776588 Standard Deviation 3.7645144318 Standard Deviation 4459.1452875071 Standard Deviation 1629119.03551921
Sample Variance 1.3344354234 Sample Variance 14.1715689072 Sample Variance 19883976.6950971 Sample Variance 2654028831891.05
Kurtosis -1.1890844851 Kurtosis -0.6494618946 Kurtosis 0.0647616534 Kurtosis 0.0773273609
Skewness -0.0206419186 Skewness 0.0179402839 Skewness -0.0116034778 Skewness -0.0083403001
Range 3.9998227267 Range 19.2182818916 Range 36004.9403154771 Range 13224278.1807772
Minimum 43.0000510804 Minimum 80.2723281894 Minimum -2938.0858163303 Minimum -2073061.91432427
Maximum 46.9998738071 Maximum 99.4906100811 Maximum 33066.8544991468 Maximum 11151216.2664529
Sum 450019.124799486 Sum 899434.373280517 Sum 149501993.030715 Sum 44577508401.6729
Count 10000 Count 10000 Count 10000 Count 10000

ThingsToTalkAbout

Things to Report for Profit:
Mean
Standard Deviation - what that means!
95% confidence level - what that means!
Max profit
Min profit
Average scores for Inputs (i.e. labor costs)
# of trials that were a loss
Probability of a loss (=# of trials that were a loss/total trials run