{"product_id":"v1998tradtip","title":"V. 19:11 (98-99): Traders' Tips","description":"NEUROSHELL TRADER\u003cbr\u003e\u003cbr\u003eHans Uhligs nearest neighbor prediction (NNP) trading\nsystem presented in his article in this issue works by finding\nnear neighbors of the reference pattern, and then averaging\nthe next moves of the neighbors to get an estimate of the next\nmove of the reference pattern. In the article, under the\nheading Refinements, Uhlig outlines a method of improving\nthe performance, wherein each neighbor is weighted in\nproportion to its distance. A further refinement he describes\nwould be to apply different weights to individual elements of\nthe pattern.\u003cbr\u003e\u003cbr\u003eHeres how to implement the NNP in NeuroShell Trader.\nWard Systems offers an add-on for NeuroShell Trader called\nAdaptive Net Indicators (ANI). This add-on was designed to\ndo exactly the near neighbor prediction as described by\nUhlig, including both refinements. This will save you from\nhaving to do the spreadsheet manipulations that Uhlig calls\nlaborious and time-intensive. The ANI add-on will not only\nmake a prediction of a coming move, but it is also capable of\nclassifying patterns as well (for example, buy or dont buy,\nsell or dont sell).\u003cbr\u003e\u003cbr\u003eAdaptive Net Indicators will work with any type of pattern\ninformation, not just previous price values. You can choose\nalmost anything for your patterns, including stochastics,\nmoving averages, or any of hundreds of other indicators. You\ncan choose your own lookback period (the amount of\nhistory to include), or allow the genetic algorithm optimizer\nin our professional versions to find the lookback period that\nmakes the most profit at the same time it finds the best\nindicators and indicator parameters.","brand":"store-traders-com","offers":[{"title":"Default Title","offer_id":52133942526321,"sku":"\\V19\\C11\\137TIPS.PDF","price":2.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0900\/3843\/6209\/files\/unnamed_b5ffdd7f-623f-4c18-bb17-feeca0936e97.jpg?v=1739658686","url":"https:\/\/shop.traders.com\/products\/v1998tradtip","provider":"Stocks \u0026 Commodities","version":"1.0","type":"link"}