Skip to content

Trend Following Risk Parity (中文)

motor bike running close up photography

此次略的核心邏輯為改善Risk parity 雖然會有較低的風險配置,卻損失了整體的報酬,因此針對不同市場狀態給予不同目標風險和多空權重,當市場出現劇烈波動時使用較小的風險的配置方法並給予放空部位,正常時期則可承受較高風險配置,來使整體報酬提升。

The inspiration for this strategy comes from two thesis, Eidenvall, A. (2021). and Baltas, N. (2015). in which we construct a long-short portfolio model based on market regime shift, risk parity and time series momentum. These approaches aim to address some of the limitations of traditional risk parity portfolios.The core logic behind this strategy is to improve upon risk parity, which tends to have lower risk but sacrifices overall returns. Instead, it suggests switching to a lower-risk allocation approach only during periods of significant market volatility, while have higher target risk during normal market conditions, thereby enhancing overall returns.

We adopt the long, short, and target risk parameters and assign different values based on three different market states.When the market is highly dangerous, we reduce most of the long positions, increase short positions and lower the target risk to mitigate downside risks.When the market is moderately dangerous, we reduce some long positions, add a small amount of short positions and use a normal target risk.When the market is in a normal state, we only have long positions without any short positions and use a normal target risk.

By combining these approaches, we aim to enhance the performance and risk management of the portfolio.This strategy is monthly rebalancing with a one-sided trading cost of 0.05% per trade.

The results demonstrate that employing this methodology indeed yields a higher Sharpe ratio compared to equal-weighted portfolios or SPY. It also leads to smaller Maximum Drawdown, comparable annualized returns, and lower market correlation. Overall, by incorporating short positions and market regime shift methods inspired by these two thesis, we have successfully addressed some of the limitations of traditional risk parity approaches and achieved favorable returns.

Strategy performance
Cummulated Return

Davud, Wang
Quantitative Research Intern, Quantitative Finance, Gamma Paradigm



%d 位部落客按了讚: