交易博客
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在 #algorithmic 中显示 21 篇文章
#algorithmic
机器学习在交易里：应用与陷阱
机器学习能发现人看不见的模式——也能发明不存在的模式。学机器学习在交易里哪儿真有用、哪儿自信地烧钱。
#algorithmic#quant-trading
均值回归 vs 动量因子实现
均值回归和动量是研究最多的两个因子——它们方向相反。学怎么搭、怎么区分、怎么组合。
#algorithmic#quant-trading
高频交易：原理与零售的天花板
高频交易是另一种游戏，用不同工具。学高频交易到底是啥、为啥有效、零售交易员在哪撞硬墙。
#algorithmic#quant-trading
执行算法：TWAP、VWAP、冰山
进仓位不把市场推到对自己不利是一门单独的技能。学 TWAP、VWAP、冰山执行算法以及何时用哪个。
#algorithmic#quant-trading
交易数据：来源与清洗
策略好不好取决于背后的数据。学从哪拿交易数据、什么让它脏、怎么在回测前清洗。
#algorithmic#quant-trading
API 交易：从交易所 API 到执行
算法不下单就不算真正存在。搞清楚交易所和券商 API 怎么运作、怎么鉴权，怎么搭一个安全的执行层。
#algorithmic#quant-trading
算法交易：散户能做什么
算法交易不只是对冲基金的专利。搞清楚散户能现实地自动化什么，优势在哪，以及在哪压根没机会。
#algorithmic#quant-trading
算法交易的法律与合规
自动化下单之前先搞清楚规则。了解各大司法管辖区对算法交易的合规义务。
#algorithmic#quant-trading
算法部署与监控
部署算法是工作的开始，不是结束。学会怎么安全上线、实时监控，以及什么时候该拔网线。
#algorithmic#quant-trading