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Strategy lab / 151 Trading Strategies

Strategy lab

Every strategy from 151 Trading Strategies and all 101 Formulaic Alphas as formulas you can edit and backtest on ten years of daily stocks, ETFs, futures, forex and crypto data. Free, in your browser.

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7.5VolatilityPayoffBullish, rich puts

Volatility skew – long risk reversal

Out-of-the-money puts trade at higher implied volatility than equally distant calls. Selling the put to buy the call harvests that skew, at the cost of downside exposure.

In the paper

Note. On SPY the lab prices options with a typical S&P 500 skew, so the put you sell is richer than the call you buy and the trade costs close to nothing.

Write positions with S (the underlying), call(strike, months) and put(strike, months). Strikes are fractions of today’s price; negative signs mean short.

Period
Loading market data and running the strategy…

Hypothetical backtests on daily closes with no slippage unless you add costs. Survivorship bias applies: the stock list is today’s large caps. For learning, not investment advice. Data: Yahoo Finance via yfinance.

Section
7.5 · Volatility
Asset class
Volatility
In the lab
Payoff and monthly roll

Volatility skew – long risk reversal (7.5)

Out-of-the-money puts trade at higher implied volatility than equally distant calls. Selling the put to buy the call harvests that skew, at the cost of downside exposure.

Key equation

Lab formula

call(1.05) - put(0.95)

On SPY the lab prices options with a typical S&P 500 skew, so the put you sell is richer than the call you buy and the trade costs close to nothing.

How the option model works

Each leg is priced with Black–Scholes. For SPY the at-the-money volatility is 0.88 × the VIX, and a typical one-month S&P 500 skew makes out-of-the-money puts dearer and calls cheaper (0.9 volatility points per 1% of moneyness, flatter for longer expiries). Other underlyings use trailing realised volatility × 1.1 with no skew. The payoff chart shows profit at the first expiry and today. The roll backtest opens the structure at the close, marks it daily and reopens it at expiry. Bid–ask spreads are ignored, and they matter in practice.

More in Volatility

Source: Kakushadze, Z. and Serur, J. A. (2018). 151 Trading Strategies. Palgrave Macmillan. SSRN 3247865. Summaries are our own.