{"product_id":"v09-c08-hybrid-pdf","title":"V.9:8 (303-309): A Hybrid System For Market Timing by Mark B. Fishman and Dean S. Barr","description":"A Hybrid System For Market Timing by Mark B. Fishman and Dean S. Barr\u003cbr\u003e\u003cbr\u003eHybrid technologies are perhaps the most-investigated topic in artificial intelligence today and here's how to apply the subject to trading.\u003cbr\u003e\u003cbr\u003eIn two recent articles in STOCKS \u0026amp; COMMODITIES, we have demonstrated the application of advanced\nartificial intelligence technologies to the problem of market forecasting. That artificial intelligence works\nat all in predicting market movements compels us to rethink the absolutist position that markets are\nalways random. What the evidence more plausibly suggests is that Standard \u0026amp; Poor's 500 index\nfluctuations are chaotic and their randomness is realbut it is intermittent. Between the periods of\nchaos, intervals of discernible non-randomness occur, and in principle, these are predictable, making\nmarket behavior recognizable often enough to be exploited (and making the periods of randomness\nidentifiable, so that no adverse effects need accrue from decisions made on the basis of non-meaningful\nperturbations).\u003cbr\u003e\u003cbr\u003eWhat in the past has led us down the paths of doubt and disbelief (at least, those of us not analytically\ncrippled by incurable optimism) has been a fault, not in ourselves, but in our software. \"Nonlinear\ndynamic systems\" (which is what markets are, mathematically speaking) simply do not happily succumb\nto analysis by classical statistical techniques. This is not to say that they can't be analyzed. The new\narsenal of analytical weaponry that artificial intelligence technology has introduced may stand to break\nthrough that irksome harrier of complexity.","brand":"store-traders-com","offers":[{"title":"Default Title","offer_id":52133888491889,"sku":"\\V09\\C08\\HYBRID.PDF","price":5.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0900\/3843\/6209\/files\/unnamed_04c381f8-36e8-451c-a836-1b5186382894.jpg?v=1739655579","url":"https:\/\/shop.traders.com\/products\/v09-c08-hybrid-pdf","provider":"Stocks \u0026 Commodities","version":"1.0","type":"link"}