From eac46b33937bc77a17e89a26de380c481ea176bd Mon Sep 17 00:00:00 2001 From: Raplh2502 Date: Wed, 22 Sep 2021 21:12:11 +0200 Subject: [PATCH] Finalization of Monte-Carlo forecast at Polus Trading Mine ; creation of a new indicator based on combination of Keltner, MAMA and Bollinger Bands --- .../Foundations/Plugins/Data-Mines/Polus.json | 13613 ++++++++++++++-- 1 file changed, 12664 insertions(+), 949 deletions(-) diff --git a/Projects/Foundations/Plugins/Data-Mines/Polus.json b/Projects/Foundations/Plugins/Data-Mines/Polus.json index 3672d5ac4..c9b961185 100644 --- a/Projects/Foundations/Plugins/Data-Mines/Polus.json +++ b/Projects/Foundations/Plugins/Data-Mines/Polus.json @@ -26,7 +26,7 @@ "type": "Output Dataset", "name": "Multi-Time-Frame-Market Fisher MFI", "project": "Foundations", - "id": "3dbb4b4c-ae69-4c7e-948a-257c68a87fc8", + "id": "aac4b79c-8c20-4c08-9a22-ebdb8a392a33", "savedPayload": { "position": { "x": 10994.864602080237, @@ -50,7 +50,7 @@ "referenceParent": { "type": "Dataset Definition", "name": "Multi-Time-Frame-Market", - "id": "0f9b8b91-6a89-4da1-9655-b93e0a3d7616" + "id": "64de3bd9-98db-4d89-ba41-a1101a3875bb" }, "referenceParentCombinedNodePath": [ [ @@ -82,7 +82,7 @@ } ], "outputDatasetFolders": [], - "id": "7858b8ec-fa72-4b1f-8665-c0bc12148a4e", + "id": "39b5901d-f1a7-411c-820d-5119ecb04b2a", "savedPayload": { "position": { "x": 11033.687458845616, @@ -115,7 +115,7 @@ "name": "Fisher MFI Multi-Time-Frame-Market", "config": "{\n \"mainUtility\": \"Self Reference\"\n}", "project": "Foundations", - "id": "b6f75ffb-be20-45e2-b6ee-1e070475aadc", + "id": "007aa676-3a0a-41d5-883d-f1e46198243a", "savedPayload": { "position": { "x": 10961.3599118268, @@ -139,7 +139,7 @@ "referenceParent": { "type": "Status Report", "name": "Fisher MFI", - "id": "8ffe7ed6-5f54-4033-8e92-32c26f35ca4f" + "id": "d9e0814c-353b-453c-b9e3-4e5ace4a3d06" }, "referenceParentCombinedNodePath": [ [ @@ -174,7 +174,7 @@ "name": "Candles Volumes Multi-Time-Frame-Market", "config": "{\n \"mainUtility\": \"Market Ending Point\"\n}", "project": "Foundations", - "id": "c0a4fc9a-8b42-48f5-9697-104a7d257ec0", + "id": "16f7f589-e180-45af-a4a2-64081b50df10", "savedPayload": { "position": { "x": 11134.455242268867, @@ -234,7 +234,7 @@ "type": "Data Dependency", "name": "Candles Multi-Time-Frame-Market", "project": "Foundations", - "id": "8921131c-6f1e-42d4-8bea-5cdf6e57c634", + "id": "ef589467-25d0-4c37-9355-4c3855286fce", "savedPayload": { "position": { "x": 11313.547739646257, @@ -292,7 +292,7 @@ "type": "Data Dependency", "name": "Volumes Multi-Time-Frame-Market", "project": "Foundations", - "id": "e1f5ce87-d31d-42b8-9f5c-0eae03b4ef57", + "id": "43fa1641-3dfa-47b5-9592-5ac479e9e4f3", "savedPayload": { "position": { "x": 11430.230157090911, @@ -348,7 +348,7 @@ } ], "dataMineDataDependencies": [], - "id": "8e32b3c0-a713-4982-9298-7ba62d0f5e62", + "id": "bef51bc5-724e-4a28-9ae4-1f6f9d28bcaf", "savedPayload": { "position": { "x": 11150.15602914175, @@ -375,7 +375,7 @@ "type": "Status Report", "name": "Fisher MFI", "project": "Foundations", - "id": "8ffe7ed6-5f54-4033-8e92-32c26f35ca4f", + "id": "d9e0814c-353b-453c-b9e3-4e5ace4a3d06", "savedPayload": { "position": { "x": 11284.642349966958, @@ -402,7 +402,7 @@ "type": "Execution Started Event", "name": "", "project": "Foundations", - "id": "c86d3227-d263-4b07-a340-c3cf2418a60a", + "id": "f82faa11-5f8c-4df8-bc38-8b83cf3263df", "savedPayload": { "position": { "x": 11362.288063497715, @@ -460,7 +460,7 @@ "type": "Execution Finished Event", "name": "New Execution Finished Event", "project": "Foundations", - "id": "ffbe7645-ce6e-4da9-a64a-0008201ffcf6", + "id": "6799c0fd-e834-41b1-847c-15be5a187539", "savedPayload": { "position": { "x": 11362.288063497715, @@ -483,7 +483,7 @@ } } }, - "id": "4600bd93-fec2-4914-9d00-65be11c9a8da", + "id": "462e0a60-65c4-4652-aa87-c53934d772e5", "savedPayload": { "position": { "x": 11072.510315610994, @@ -520,7 +520,7 @@ "type": "Output Dataset", "name": "Multi-Time-Frame-Daily Fisher MFI", "project": "Foundations", - "id": "e382baa5-73fb-4431-84b1-c5d0a2abaf4f", + "id": "890e5743-0166-4902-9012-b1d973593962", "savedPayload": { "position": { "x": 11460.37828125503, @@ -544,7 +544,7 @@ "referenceParent": { "type": "Dataset Definition", "name": "Multi-Time-Frame-Daily", - "id": "3691507c-765a-4c3f-b19c-02be3f9792e5" + "id": "8d80e570-f034-4c55-9fd9-cfd208f8921e" }, "referenceParentCombinedNodePath": [ [ @@ -576,7 +576,7 @@ } ], "outputDatasetFolders": [], - "id": "c31e9ca5-79f0-49e0-b3c4-5a1326506a6f", + "id": "afd4edc8-2fc4-4224-a4b1-db6fa4804b79", "savedPayload": { "position": { "x": 11760.37828125503, @@ -609,7 +609,7 @@ "name": "Fisher MFI Multi-Time-Frame-Daily", "config": "{\n \"mainUtility\": \"Self Reference\"\n}", "project": "Foundations", - "id": "987ba086-56bb-46d7-a9fe-81817d7ca419", + "id": "0b5e1e95-bd8d-4fb4-b4e9-4b73c0b23046", "savedPayload": { "position": { "x": 12279.993523525694, @@ -633,7 +633,7 @@ "referenceParent": { "type": "Status Report", "name": "Fisher MFI", - "id": "60453008-ca20-405e-970a-04b23a4861a9" + "id": "c23b96ba-b5d0-4339-8c17-31abd949048a" }, "referenceParentCombinedNodePath": [ [ @@ -668,7 +668,7 @@ "name": "", "config": "{\n \"mainUtility\": \"Market Ending Point\"\n}", "project": "Foundations", - "id": "b14172c7-1b7b-4928-85d8-1584eeeb2135", + "id": "999fbdff-7606-4f35-a7c6-a92318926450", "savedPayload": { "position": { "x": 12404.257592237624, @@ -727,7 +727,7 @@ "name": "Exchange Raw Data Historic-OHLCVs", "config": "{\n \"mainUtility\": \"Market Starting Point\"\n}", "project": "Foundations", - "id": "ea4e5bbd-4a83-4044-804d-6570ec03f32c", + "id": "860dd61f-23b0-4670-af07-52cad3f506cc", "savedPayload": { "position": { "x": 12499.608765796358, @@ -787,7 +787,7 @@ "type": "Data Dependency", "name": "Candles Multi-Time-Frame-Daily", "project": "Foundations", - "id": "93176929-56ce-4593-94af-0477a8d8b03b", + "id": "f3bf5402-e2c4-4aeb-b2d8-5fe6037f326f", "savedPayload": { "position": { "x": 12559.549019299135, @@ -845,7 +845,7 @@ "type": "Data Dependency", "name": "Volumes Multi-Time-Frame-Daily", "project": "Foundations", - "id": "ccc34910-4ce6-4b82-8b00-08b958f18912", + "id": "f7928994-5336-45c0-b27c-45982dc0dd1c", "savedPayload": { "position": { "x": 12579.993523525694, @@ -901,7 +901,7 @@ } ], "dataMineDataDependencies": [], - "id": "185104de-228b-4ffa-8ea3-cd1177086963", + "id": "2415c738-b4c0-4793-8695-b4282b25051a", "savedPayload": { "position": { "x": 11979.993523525694, @@ -928,7 +928,7 @@ "type": "Status Report", "name": "Fisher MFI", "project": "Foundations", - "id": "60453008-ca20-405e-970a-04b23a4861a9", + "id": "c23b96ba-b5d0-4339-8c17-31abd949048a", "savedPayload": { "position": { "x": 11760.37828125503, @@ -955,7 +955,7 @@ "type": "Execution Started Event", "name": "", "project": "Foundations", - "id": "6836de9d-e456-454a-9e7e-4d376f07e078", + "id": "ff53aec6-b0b3-4c05-9c14-c55155b1c833", "savedPayload": { "position": { "x": 11720.185902390362, @@ -1013,7 +1013,7 @@ "type": "Execution Finished Event", "name": "New Execution Finished Event", "project": "Foundations", - "id": "72e5e1b3-ddbe-4385-a063-6b6e8335878d", + "id": "c24853bd-b5f4-4bc4-b290-da4e2b75c720", "savedPayload": { "position": { "x": 11610.37828125503, @@ -1036,7 +1036,7 @@ } } }, - "id": "ecb14cec-1517-44e5-b766-d3ff9abde150", + "id": "a2e9050f-c71f-4d93-9235-ea185ad69bb0", "savedPayload": { "position": { "x": 11460.37828125503, @@ -1072,7 +1072,7 @@ "name": "Multi-Time-Frame-Market", "config": "{\n \"codeName\": \"Multi-Time-Frame-Market\",\n \"type\": \"Market Files\",\n \"validTimeFrames\": [\n \"24-hs\",\n \"12-hs\",\n \"08-hs\",\n \"06-hs\",\n \"04-hs\",\n \"03-hs\",\n \"02-hs\",\n \"01-hs\"\n ],\n \"filePath\": \"Project/@Project/@MineType/@Mine/@Bot/@Exchange/@BaseAsset-@QuotedAsset/Output/@Product/@Dataset/@TimeFrame\",\n \"fileName\": \"Data.json\"\n}", "project": "Foundations", - "id": "0f9b8b91-6a89-4da1-9655-b93e0a3d7616", + "id": "64de3bd9-98db-4d89-ba41-a1101a3875bb", "savedPayload": { "position": { "x": 11114.597549522283, @@ -1100,7 +1100,7 @@ "name": "Multi-Time-Frame-Daily", "config": "{\n \"codeName\": \"Multi-Time-Frame-Daily\",\n \"type\": \"Daily Files\",\n \"validTimeFrames\": [\n \"45-min\",\n \"40-min\",\n \"30-min\",\n \"20-min\",\n \"15-min\",\n \"10-min\",\n \"05-min\",\n \"04-min\",\n \"03-min\",\n \"02-min\",\n \"01-min\"\n ],\n \"filePath\": \"Project/@Project/@MineType/@Mine/@Bot/@Exchange/@BaseAsset-@QuotedAsset/Output/@Product/@Dataset/@TimeFrame/@Year/@Month/@Day\",\n \"fileName\": \"Data.json\",\n \"dataRange\": {\n \"filePath\": \"Project/@Project/@MineType/@Mine/@Bot/@Exchange/@BaseAsset-@QuotedAsset/Output/@Product/@Dataset\",\n \"fileName\": \"Data.Range.json\"\n }\n}", "project": "Foundations", - "id": "3691507c-765a-4c3f-b19c-02be3f9792e5", + "id": "8d80e570-f034-4c55-9fd9-cfd208f8921e", "savedPayload": { "position": { "x": 11100.095277061268, @@ -1139,7 +1139,7 @@ "name": "New Formula", "code": "record.current.begin", "project": "Foundations", - "id": "09b3074a-e1b0-4e9d-aecd-2b69bcb3aac0", + "id": "a582d152-72f0-4fac-8a83-ae62b602a1a2", "savedPayload": { "position": { "x": 11349.56353350366, @@ -1162,7 +1162,7 @@ } } }, - "id": "13baaec5-ce64-46f8-819b-69f6a38fd2f6", + "id": "fc0aca8b-8a32-41cd-ad62-f77cd2311967", "savedPayload": { "position": { "x": 11250.794699444146, @@ -1195,7 +1195,7 @@ "name": "New Formula", "code": "record.current.end", "project": "Foundations", - "id": "bc46efa0-8fc9-4e26-b1a8-7e816e7a360e", + "id": "31e4cf56-b6ef-42e8-a76d-20effa55a1b8", "savedPayload": { "position": { "x": 11279.418143651512, @@ -1218,7 +1218,7 @@ } } }, - "id": "e93087e3-19b6-4ca4-b798-157c964aa672", + "id": "fce0c2e3-d664-4077-88ca-a3f73c69ee95", "savedPayload": { "position": { "x": 11208.707465532858, @@ -1251,7 +1251,7 @@ "name": "New Record Formula", "code": "variable.Fisher", "project": "Foundations", - "id": "d18679e0-d812-4b65-a730-dd6692527ff9", + "id": "c2f818a4-9ebd-4d4d-b7f9-b3acc70e33eb", "savedPayload": { "position": { "x": 11141.750064614935, @@ -1274,7 +1274,7 @@ } } }, - "id": "7d9290d7-8ba0-4e91-b868-18fc70c29820", + "id": "8602140d-9dca-4eda-b764-6913bf9df1a3", "savedPayload": { "position": { "x": 11126.10661811091, @@ -1307,7 +1307,7 @@ "name": "New Record Formula", "code": "variable.Trigger", "project": "Foundations", - "id": "a00ea911-9faf-43ae-aeea-98abe800689d", + "id": "0c6222a8-a43f-44a8-820d-fd2b3bd99d9e", "savedPayload": { "position": { "x": 10989.14382341999, @@ -1330,7 +1330,7 @@ } } }, - "id": "28ca54ae-9050-48c8-b994-17dc9698e7ce", + "id": "75216b59-c0ca-4244-b154-8f2c3cccd64e", "savedPayload": { "position": { "x": 11034.542873393944, @@ -1354,7 +1354,7 @@ } } ], - "id": "eeb061f8-2549-43fe-8e90-5a5d823ab973", + "id": "e7715c67-09b3-4767-83b2-a667e507cd04", "savedPayload": { "position": { "x": 11102.641448354876, @@ -1390,7 +1390,7 @@ "name": "New Procedure Javascript Code", "code": "\nlet candle = record.current\nlet volume = getElement('volumes', candle)\nlet len = 14 //length for sma calculation at Money Flow Ratio calculation\nlet FTs = 10 //sampling for the Fisher Transform\n\n\n//calculate and store High Low Close average\nvariable.HLC.push((candle.max + candle.min + candle.close)/3)\nif(variable.HLC.length > 2){\n\tvariable.HLC.splice(0,1)\n}\n\n//raw moneyflow calculation\nvariable.RMF = (candle.max + candle.min + candle.close)/3 * (volume.buy + volume.sell)\n\n//initializing Positive and Negative mone flow\nif(variable.posMF === undefined){\n\t\tvariable.posMF =0\n}\nif(variable.negMF === undefined){\n\t\tvariable.negMF =0\n}\n\n//Positive Money flow calculation\nif (variable.HLC[1] > variable.HLC[0]){\n\tvariable.posMF = variable.posMF + variable.RMF\n}\nvariable.PMF.push(variable.posMF) //store Positive money FLow for SMA calculation\nif(variable.PMF.length > len){\n\tvariable.PMF.splice(0,1)\n}\n\n//Negative Money flow calculation\nif (variable.HLC[1] < variable.HLC[0]){\n\tvariable.negMF = variable.negMF + variable.RMF\n}\nvariable.NMF.push(variable.negMF) //store Negative money FLow for SMA calculation\nif(variable.NMF.length > len){\n\tvariable.NMF.splice(0,1)\n}\n\n//calculating SMA of nef and pos money flow\nvariable.sPMF = 0\nvariable.sNMF = 0\nif(variable.NMF.length === len && variable.PMF.length === len){\n\tfor(var i = 0 ; i < len ; i++) {\n\t\tvariable.sPMF = variable.sPMF + variable.PMF[i]\n\t\tvariable.sNMF = variable.sNMF + variable.NMF[i]\n\t}\n\tvariable.smaPMF = variable.sPMF / len\n\tvariable.smaNMF = variable.sNMF / len\n\t\n\tvariable.MFR = variable.smaPMF / variable.smaNMF //Money FLow ratio\n\tvariable.MFI = 100 - 100 /(1 + variable.MFR) //Money Flow Index\n}\n\n//handle initialization, undefined and NaN values at MFI\nif(variable.MFI === undefined || isNaN(variable.MFI)){\n\tvariable.MFI = 100\n}\n//store MFI values on th sampling range\nvariable.allMFI.push(variable.MFI)\nif(variable.allMFI.length > FTs){\n\tvariable.allMFI.splice(0,1)\n}\n\n//Procedure for Fisher Transform\n//finding max and min MFI on the sampling range\nvariable.High = Math.max.apply(Math,variable.allMFI)\nvariable.Low = Math.min.apply(Math,variable.allMFI)\n\nif(variable.prevValue === undefined) {\n\tvariable.prevValue = 0\n}\nvariable.Value = round(0.66 * ((variable.MFI - variable.Low)/ Math.max(variable.High - variable.Low, 0.001) - 0.5) + 0.67 + variable.prevValue)\nvariable.preValue = variable.Value\n\nif(variable.prevFisher === undefined){\n\tvariable.prevFisher = 0\n}\nvariable.Fisher = 0.5 * Math.log((1 + variable.Value) / Math.max(1 - variable.Value,0.001)) + 0.5 * variable.prevFisher\nif (isNaN(variable.Fisher)){\n\tvariable.Fisher = 0\n}\nvariable.Trigger = variable.prevFisher\nvariable.prevFisher = variable.Fisher\n\n\n//Functions definition\n//Round Function\nfunction round(val){\n\tif(val > 0.99) {\n\t\tvariable.v = 0.999\n\t}\n\telse {\n\t\tvariable.v=val\n\t}\n\tif(val < -0.99){\n\t\tvariable.v = -0.999\n\t}\n\telse {\n\t\tvariable.v=val\n\t}\n\treturn variable.v\n\n}", "project": "Foundations", - "id": "768e8bfc-2469-447e-9bd9-b4b1a00a825b", + "id": "cd57b97c-d83a-46c0-8aa7-8172d4a5a835", "savedPayload": { "position": { "x": 10966.551767391387, @@ -1413,7 +1413,7 @@ } } }, - "id": "40fc2a3e-262e-4265-bb2b-42acb5ed05b2", + "id": "bf8268cc-06da-4316-b194-c691c211aa89", "savedPayload": { "position": { "x": 10950.872497901239, @@ -1445,7 +1445,7 @@ "name": "New Procedure Javascript Code", "code": " / Initialization Code. /\n\nvariable.HLC = []\nvariable.PMF = []\nvariable.NMF = []\nvariable.allMFI = []", "project": "Foundations", - "id": "615d6525-60a8-4eeb-9e94-ec5bf81ca67f", + "id": "96e9d4f8-7d87-47f2-a937-2fc5b248631c", "savedPayload": { "position": { "x": 10736.482469536833, @@ -1468,7 +1468,7 @@ } } }, - "id": "1c37ca7b-1411-47fe-b206-eac407bfdbed", + "id": "0daf1f86-3000-4395-bdaa-4c263642e92c", "savedPayload": { "position": { "x": 10797.492965998203, @@ -1491,7 +1491,7 @@ } } }, - "id": "c3503d30-0cfb-4028-aaa7-1f8604ee7425", + "id": "b9546a7e-7c73-44b3-a567-583e68cb0b23", "savedPayload": { "position": { "x": 10919.513958920943, @@ -1514,7 +1514,7 @@ } } }, - "id": "602ff07c-a9e3-42f3-b87b-7903e5487da4", + "id": "0e63b92d-e3e5-489e-b7e8-439162357224", "savedPayload": { "position": { "x": 10966.444298433013, @@ -1538,7 +1538,7 @@ "referenceParent": { "type": "Plotter Module", "name": "Fisher-NFI", - "id": "4e1c9620-f891-48d8-95e5-72f3b71f3272" + "id": "b6600867-5af2-4b26-b0f3-773e476d3b50" }, "referenceParentCombinedNodePath": [ [ @@ -1563,7 +1563,7 @@ } } ], - "id": "ccc05288-3e15-4cf4-bab3-c0aa47bd9915", + "id": "c77dade2-5dce-4bc8-ad08-98fb0d8458ca", "savedPayload": { "position": { "x": 10860.37828125503, @@ -1606,15 +1606,15 @@ "type": "Output Dataset", "name": "Multi-Time-Frame-Market Monte Carlo Forecast", "project": "Foundations", - "id": "9c6d40ba-fa11-4026-bad8-6e586752e109", + "id": "602d70e5-0f1a-476f-98e9-5267c8870595", "savedPayload": { 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lastClose array to avoid undefined or 0 value\n\tif(variable.lastClose.length === 0 ){\n\t\tvariable.lastClose.push(candle.close)\n\t}\n\n\t//fetch candle clos and previous candle close in an array\n\tvariable.lastClose.push(candle.close) \n\tif(variable.lastClose.length > 2) {\n\t\tvariable.lastClose.splice(0,1)\n\t}\n\n\t//calculate and store Periode Daily Return on all time periods\n\tvariable.PDR.push(Math.log(variable.lastClose[1] / variable.lastClose[0]))\n\n\t//statistic calculations of PDR\n\tvariable.totalPDR = 0\n\tfor(j=0 ; j < variable.PDR.length ; j++){\n\t\tvariable.totalPDR += variable.PDR[j]\n\t}\n\tvariable.avgPDR = variable.totalPDR / variable.PDR.length //average PDR\n\n\tvariable.prodvar = 0\n\t\t\t//variance and standard deviation calculations\n\tfor( var j = 0 ; j < variable.PDR.length ; j++){\n\t\tvariable.prodvar = variable.prodvar + Math.pow(variable.PDR[j] - variable.avgPDR,2)\n\t}\n\n\tvariable.varPDR = variable.prodvar / variable.PDR.length //variance\n\tvariable.sigPDR = Math.sqrt(variable.varPDR) //standard deviation\n\n\t//Drift calculation\n\tvariable.drift = variable.avgPDR - variable.varPDR / 2\n\t\n\t//Futur price array over iter number of values\n\tvariable.frct = []\n\tfor(var j = 0 ; j < iter ; j++){\n\t\tvariable.frct.push(candle.close * Math.exp(variable.drift + random(v) * variable.sigPDR))\n\t}\n\n\t//average of futur price\n\tvariable.totalFRCT = 0\n\tfor(j=0 ; j < variable.frct.length ; j++){\n\t\tvariable.totalFRCT += variable.frct[j]\n\t}\n\tvariable.futur = variable.totalFRCT / variable.frct.length\n\t\n\t//standard deviation of futur price\n\tvariable.prodvar = 0\n\tfor(var j = 0 ; j < variable.frct.length ; j++){\n\t\tvariable.prodvar = variable.prodvar + Math.pow(variable.frct[j] - variable.futur,2)\n\t}\n\tvariable.varFRCT = variable.prodvar / variable.PDR.length //variance\n\tvariable.stdF = Math.sqrt(variable.varFRCT) //standard deviation\n\n\t//Min and Max futur price\n\tvariable.maxF = Math.max.apply(Math,variable.frct)\n\tvariable.minF = Math.min.apply(Math,variable.frct)\n\n\t//half width at 1/e2 of futur price\n\tvariable.lowW = variable.futur - variable.stdF\n\tvariable.highW = variable.futur + variable.stdF\n\n\t//Futur price at full width at half maximum value\n\tvariable.lowFWHM = variable.futur - Math.sqrt(2*Math.log(2)) * variable.stdF\n\tvariable.highFWHM = variable.futur + Math.sqrt(2*Math.log(2)) * variable.stdF\n\n\t//Futur Begin and End\n\tvariable.BeginF = candle.begin + (candle.end - candle.begin)\n\tvariable.EndF = candle.end + (candle.end - candle.begin)\n\n\t//function declaration\n\t //gaussian distributed random number generation\n\t function random(va){\n\t\t var r = 0\n\t\t for(var i = va ; i>0 ; i--){\n\t\t\t r += Math.random()\n\t\t }\n\t\t return r/va\n\t }", + "code": "\tlet candle = record.current //define candle pointer\n\tlet v = 1 // variance for the gaussian distributed random number -- higer is better but in order to keep reasonable computing time it should not exceed 5\n\tlet iter = 10000 // number of iteration of the Monte Carlo simulation\n\n\t//initialize lastClose array to avoid undefined or 0 value\n\tif(variable.lastClose.length === 0 ){\n\t\tvariable.lastClose.push(candle.close)\n\t}\n\n\t//fetch candle clos and previous candle close in an array\n\tvariable.lastClose.push(candle.close) \n\tif(variable.lastClose.length > 2) {\n\t\tvariable.lastClose.splice(0,1)\n\t}\n\n\t//calculate and store Periode Daily Return on all time periods\n\tvariable.PDR.push(Math.log(variable.lastClose[1] / variable.lastClose[0]))\n\n\t//statistic calculations of PDR\n\tvariable.totalPDR = 0\n\tfor(j=0 ; j < variable.PDR.length ; j++){\n\t\tvariable.totalPDR += variable.PDR[j]\n\t}\n\tvariable.avgPDR = variable.totalPDR / variable.PDR.length //average PDR\n\n\tvariable.prodvar = 0\n\t\t\t//variance and standard deviation calculations\n\tfor( var j = 0 ; j < variable.PDR.length ; j++){\n\t\tvariable.prodvar = variable.prodvar + Math.pow(variable.PDR[j] - variable.avgPDR,2)\n\t}\n\n\tvariable.varPDR = variable.prodvar / variable.PDR.length //variance\n\tvariable.sigPDR = Math.sqrt(variable.varPDR) //standard deviation\n\n\t//Drift calculation\n\tvariable.drift = variable.avgPDR - variable.varPDR / 2\n\t\n\t//Futur price array over iter number of values\n\tvariable.frct = []\n\tfor(var j = 0 ; j < iter ; j++){\n\t\tvariable.frct.push(candle.close * Math.exp(variable.drift + random(v) * variable.sigPDR))\n\t}\n\n\t//average of futur price\n\tvariable.totalFRCT = 0\n\tfor(j=0 ; j < variable.frct.length ; j++){\n\t\tvariable.totalFRCT += variable.frct[j]\n\t}\n\tvariable.futur = variable.totalFRCT / variable.frct.length\n\t\n\t//standard deviation of futur price\n\tvariable.prodvar = 0\n\tfor(var j = 0 ; j < variable.frct.length ; j++){\n\t\tvariable.prodvar = variable.prodvar + Math.pow(variable.frct[j] - variable.futur,2)\n\t}\n\tvariable.varFRCT = variable.prodvar / variable.PDR.length //variance\n\tvariable.stdF = Math.sqrt(variable.varFRCT) //standard deviation\n\t\n\t//price at 1% probability\n\tvariable.price1 = variable.stdF * 2.34 + variable.futur\n\tvariable.price1d = variable.futur - variable.stdF * 2.34 \n\t//price at 5% probability\n\tvariable.price5 = variable.stdF * 1.64 + variable.futur\n\tvariable.price5d = variable.futur - variable.stdF * 1.64 \n\t//price at 10% probability\n\tvariable.price10 = variable.stdF * 1.28 + variable.futur\n\tvariable.price10d = variable.futur - variable.stdF * 1.28 \n\t//price at 20% probability\n\tvariable.price20 = variable.stdF * 0.84 + variable.futur\n\tvariable.price20d = variable.futur - variable.stdF * 0.84 \n\t//price at 30% probability\n\tvariable.price30 = variable.stdF * 0.525 + variable.futur\n\tvariable.price30d = variable.futur - variable.stdF * 0.525 \n\t//price at 40% probability\n\tvariable.price40 = variable.stdF * 0.25 + variable.futur\n\tvariable.price40d = variable.futur - variable.stdF * 0.25 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