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chen · 2020年02月05日

问一道题:NO.PZ2019012201000057

问题如下:

Next, Leeter describes the investment approach of the Kopernicus Fund. Kopernicus makes extensive use of market data to support its primary focus—pairs trading between industry peers. Statistical techniques identify two securities that have been highly correlated with each other in the past. If the price relationship between a pair diverges, Kopernicus expects mean reversion over a few days or weeks and places long–short positions accordingly to take advantage of the divergence.

Which risk management method is the Kopernicus Fund most likely to use to offset the primary risk of its strategy?

选项:

A.

Proper identification of the pairs

B.

Frequent use of stop-loss order rules

C.

Extensive analysis of the limit order book

解释:

The biggest risk in pairs trading is that the observed price divergence is not temporary and could be due to structural reasons. Frequent use of stop-loss rules, which are set to exit trades when a loss limit is reached, addresses this risk.

A is incorrect. Although proper identification of the pairs to be used is critical to the success of this statistical arbitrage strategy, the selection process alone does nothing to address the risk that changes in fundamentals between the companies in the pair may occur, thereby extending (or eliminating) price convergence.

C is incorrect. Using the limit order book to identify pairs pricing anomalies implies a very short time frameas brief as a few millisecondsand focuses on high-frequency trading. Kopernicus lets trades play out for days or weeks; therefore, using the limit order book will not help it.

可以解释一下stop loss order以及limit order book 的具体做法吗?

1 个答案

maggie_品职助教 · 2020年02月08日

1、注意在三级这两个指令具体要如何做考纲不要求,只需要掌握他们适用的场景也就是此题的考点。

2、做配对交易就是通过观测平时涨跌势基本一致的股票(高度相关),突然走势不一致了,就是因为他们相关,我们相信他们终归会回归价值,所以就买那个低估,卖那个高估的。这道题就是在考察我们如果本来相关的股票未来走势不再相关了,我们应该采取什么做法来及 时止损,因此选B Stop-loss order。请见原版书的截图:

而选项C:限价订单多用于高频交易中识别非常短暂的定价不合理的机会,而这道题K同学预期均值回归的时间是数天至数周,所以C选项不对。请看原版书的截图:(这是一个非常偏的点,稍作了解即可)。



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