{"product_id":"automated-trading-with-r-quantitative-research-and-platform-development-9781484221778","title":"Automated Trading with R: Quantitative Research and Platform Development","description":"\u003cp\u003eLearn to trade algorithmically with your existing brokerage, from data management, to strategy optimization, to order execution, using free and publicly available data. Connect to your brokerage's API, and the source code is plug-and-play.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eAutomated Trading with R\u003c\/em\u003e explains automated trading, starting with its mathematics and moving to its computation and execution. You will gain a unique insight into the mechanics and computational considerations taken in building a back-tester, strategy optimizer, and fully functional trading platform.\u003c\/p\u003e\u003cp\u003eThe platform built in this book can serve as a complete replacement for commercially available platforms used by retail traders and small funds. Software components are strictly decoupled and easily scalable, providing opportunity to substitute any data source, trading algorithm, or brokerage. This book will: \u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eProvide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eOffer an understanding of the internal mechanisms of an automated trading system\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eStandardize discussion and notation of real-world strategy optimization problems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand machine-learning criteria for statistical validity in the context of time-series\u003c\/li\u003e\n\u003cli\u003eOptimize strategies, generate real-time trading decisions, and minimize computation time while programming an automated strategy in R and using its package library\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eBest simulate strategy performance in its specific use case to derive accurate performance estimates\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUnderstand critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eTraders\/practitioners at the retail or small fund level with at least an undergraduate background in finance or computer science; graduate level finance or data science students\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/29\/2016\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484221778\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 205\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.50d","brand":"Chris Conlan","offers":[{"title":"Default Title","offer_id":42875182842037,"sku":"9781484221778","price":67.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_3d55c54d-ed76-4601-abec-9634f545c417.jpg?v=1684814168","url":"https:\/\/pastforward.org\/products\/automated-trading-with-r-quantitative-research-and-platform-development-9781484221778","provider":"Past Forward","version":"1.0","type":"link"}