Automated Trading with R Quantitative Research and Platform Development
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
- Engels
- Paperback
- 9781484221778
- 29 september 2016
- 205 pagina's
Samenvatting
All the tools you need are provided in this book 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.
Automated Trading with R explains the broad topic of automated trading, starting with its mathematics and moving to its computation and execution. Readers will gain a unique insight into the mechanics and computational considerations taken in building a back-tester, strategy optimizer, and fully functional trading platform.
The 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:
- Provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders
- Offer an understanding of the internal mechanisms of an automated trading system
- Standardize discussion and notation of real-world strategy optimization problems
What You’ll Learn:
- To optimize strategies, generate real-time trading decisions, and minimize computation time while programming an automated strategy in R and using its package library
- How to best simulate strategy performance in its specific use case to derive accurate performance estimates
- Important optimization criteria for statistical validity in the context of a time series
- An understanding of critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital
Learn 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.
Automated Trading with R 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.
The 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:
- Provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders
- Offer an understanding of the internal mechanisms of an automated trading system
- Standardize discussion and notation of real-world strategy optimization problems
What You Will Learn
- Understand machine-learning criteria for statistical validity in the context of time-series
- Optimize strategies, generate real-time trading decisions, and minimize computation time while programming an automated strategy in R and using its package library
- Best simulate strategy performance in its specific use case to derive accurate performance estimates
- Understand critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital
Who This Book Is For
Traders/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
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- Paperback
- Oorspronkelijke releasedatum
- 29 september 2016
- Aantal pagina's
- 205
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Chris Conlan
- Tweede Auteur
- Chris Conlan
- Hoofduitgeverij
- Apress
Overige kenmerken
- Editie
- 1st ed.
- Extra groot lettertype
- Nee
- Product breedte
- 178 mm
- Product hoogte
- 20 mm
- Product lengte
- 254 mm
- Studieboek
- Ja
- Verpakking breedte
- 178 mm
- Verpakking hoogte
- 254 mm
- Verpakking lengte
- 254 mm
- Verpakkingsgewicht
- 4511 g
EAN
- EAN
- 9781484221778
Je vindt dit artikel in
- Categorieën
- Taal
- Engels
- Beschikbaarheid
- Leverbaar
- Boek, ebook of luisterboek?
- Boek
- Studieboek of algemeen
- Algemene boeken
Kies gewenste uitvoering
Prijsinformatie en bestellen
De prijs van dit product is 26 euro en 71 cent. Dit is een tweedehands product.Ref3572
- Bestellen en betalen via bol
- Prijs inclusief verzendkosten, verstuurd door BAY EXPRESS
- 30 dagen bedenktijd en gratis retourneren
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.