Pairs Trading for Newbies » PLAY LOUDER ! (2024)

Pairs trading is a strategy that involves buying one stock and simultaneously selling another stock. Pairs trading aims to profit from the spread between the two stocks (i.e., their price differential) and not the broader market moves. Therefore, it is a market-neutral trading strategy.

While a key benefit of pairs trading is that it is market-neutral, managing these trades is much more complex and challenging than regular long-only trades.

So, is it a winning strategy?

Let’s break down pairs trading for beginners.

Pairs Trading Strategies

Pairs trading strategies fall broadly into two primary categories: mean reversion trades and divergence trades.

A mean reversion trade involves performing a statistical regression to determine the average price spread and the typical reversion pattern between stock pairs. The trader is looking to find highly correlated stocks (usually a historical stock regression with at least an R-squared of 0.6) at historically high spreads and with a typical reversion pattern showing both stocks converging within a reasonable trading timeframe (usually under three months).

A mean reversion strategy is usually applied to stocks with similar unlying fundamentals, such as nearly identical business models. For example, Snap (SNAP) and Meta Labs (META) run social networks monetized primarily through online advertising. As such, they are exposed to very similar economic forces, and the trader may reasonably speculate that both stocks should trend together, and a divergence is a trading opportunity.

Divergence trades, conversely, are bets that two stocks will diverge in price and not mean-revert. Divergence trades can be made on stock in similar industries if the trader believes that one company will have a significant advantage in the future (such as a new product launch). However, divergence trades are often used to express an opinion on broader industry or economic issues.

For example, below, a trader believing Wells Fargo and Bank of America will eventually return to their natural correlation may open up a spread trade with the long leg on Bank of America (BAC) and the short leg on Wells Fargo & CO (WFC).

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Market Neutral

One key benefit of pairs trading is that it is a market-neutral strategy. This means the trader’s profits are not dependent on the overall market’s direction. This can be a valuable advantage in volatile markets.

As the returns from a market-neutral strategy are independent of those of the broader market, the strategy is often combined with a regular market long/short strategy to enhance returns without increasing the portfolio risk.

Implementation

Pairs trading can be much more complex to implement than a long-only strategy. The long part of the trade is relatively straightforward, as the trader can simply purchase the stock.

However, for a beginning investor, the short leg of the trade can be much more difficult as many brokerages will not make their stock bowering and margining facilities available for individual investors.

There are two alternatives to shorting the actual stock. First, multiple short-ETF products now encapsulate a short position in an ETF that can be purchased and traded similarly to any stock. Short-ETFs are mainly for sector exposure, so the trader may consider opening a pairs trade on one stock versus a sector.

For example, a trader believing Goldman Sachs will outperform its peers could purchase Goldman Sachs (GS) stock and buy the ProShares Short Financials (SEF) ETF, which gives inverse exposure to the broad financials sector.

Second, the trader could create the short position by purchasing a long-dated, “in the money” put option on the stock to be shorted. This type of option gives a similar return profile to a short position.

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Costs/Risk Management

Although pairs trading can be a powerful tool for expressing complex views on markets, managing these trades is much more complex and challenging than regular long-only trades.

The first issue to note is that there is always a cost to maintaining a short position that is not always obvious when calculating return forecasts. If the trader can access their brokerage’s stock borrowing facilities, there will be a quoted cost to borrow the stock, which can vary enormously between stocks. Although not immediately apparent, short ETFs also charge a stock borrowing fee.

If the trader uses a put option, the value of this option will ‘decay’ over time, and hence, a loss will gradually accrue on the trade.

Managing the risk on a pairs trade can also be much more complex as the correlations of the stocks can change over time, which will invalidate the trade. Therefore, one must repeat the statistical analysis of the trade regularly to ensure the original trading thesis is still valid.

Pairs Trading Conclusion

Pairs trading is a market-neutral strategy, which can be a valuable advantage for unpredictable markets. However, managing these trades is much more involved than regular long-only trade, making it difficult for newbies.

If you are at the beginning of your investment journey, you must understand the different types of investment vehicles and how they work to appreciate your money.

Start here if you’d like to learn more about the big picture of investing.

Pairs Trading for Newbies » PLAY LOUDER ! (2024)

FAQs

Is pair trading still profitable? ›

Pairs trading has the potential to achieve profits through simple and relatively low-risk positions. The pairs trade is market-neutral, meaning the direction of the overall market does not affect its win or loss.

What is the formula for pairs trading? ›

Spread = log(a) – nlog(b), where 'a' and 'b' are prices of stocks A and B respectively. For each stock of A bought, you have sold n stocks of B. n is calculated by regressing prices of stocks A and B.

Is pair trading on steroids? ›

Pair Trading on Steroids, or what we call PTOS for short, is all about timing your trades. Once you have identified a few pairs of stocks that are highly correlated and inversely correlated, you can backtest the strategy to see how it has performed in the past.

What is the algorithm for pairs trading? ›

According to The Definitive Guide to Pairs Trading [5], there are 3 main steps to building a pairs trading algorithm: pair selection, spread modeling, and trading rules development. Pair selection aims to find co-moving assets with similar returns and mean-reverting spread.

What are the best pairs to trade as a beginner? ›

Opting for stable, liquid, and easily understandable currency pairs such as EUR/USD, USD/JPY, GBP/USD, USD/CHF, and AUD/USD provides a solid foundation for novice traders.

How many pairs should a beginner trade? ›

While there are many pairs you could trade for most traders, it is best to stick to one to five pairs and become an expert. There is always a temptation to change markets when making losses. Other forex pairs can appear to have stronger trends, higher volatility, and easier-to-make profits.

How do you profit from pair trading? ›

Advantages and Disadvantages of Pairs Trade

Profits are generated when the underperforming security regains value, and the outperforming security's price deflates. The net profit is the total gained from the two positions.

How does pairs trading make money? ›

The pairs trader attempts to capitalize on market imbalances between 2 or more financial instruments, such as stocks or funds, in anticipation of making money when the inequality is corrected. To measure these relationships, the pairs trader will use statistics, fundamentals, technical analysis, and even probabilities.

What is the Z score in pairs trading strategy? ›

σ is the standard deviation of the rolling window. The Z-score measures how far the current ratio of the two asset prices is from its historical mean. When the Z-score surpasses a predefined threshold, typically +1 or -1, it generates a trading signal.

Is pair trading risky? ›

In statistical arbitrage, pairs trading is usually considered a risk-neutral strategy.

How to pitch a pair trade? ›

The basic principles of pairs trading are:
  1. Find two instruments whose prices are highly correlated.
  2. Wait for the price relationship between the two to diverge from historic norms.
  3. Sell the instrument that appears overvalued and buy the one that appears undervalued.

What is mean reversion in pairs trading? ›

Mean reversion in pairs trading

This type of trading is also known as statistical arbitrage. Pairs trading is common when trading forex pairs. This is because when two highly correlated pairs move out of standard synchronicity, history suggests they will eventually regress to the mean.

What is an example of a pairs trade strategy? ›

Suppose you chart the “price” of the pair MNKY–XYZ. If you believe the pair price will continue to go higher, and MNKY will continue to outperform XYZ, you could buy shares of MNKY and sell shares of XYZ. But if you believe the pair price will go lower, you could sell MNKY and buy XYZ.

What is an example of a pairs trade? ›

Typically, the assets involved in a pairs trade will be two securities with a clear economic link – for example, companies in the same sector, which manufacture the same products, such as Pepsi and Coca-Cola.

Are trading algorithms illegal? ›

Yes, algorithmic trading is legal. There are no rules or laws that limit the use of trading algorithms. Some investors may contest that this type of trading creates an unfair trading environment that adversely impacts markets. However, there's nothing illegal about it.

Does simple pair trading still work? ›

Despite confirming the continuing downward trend in profitability of pairs trading, this study found that the strategy performs strongly during periods of prolonged turbulence, including the recent global financial crisis.

Which trading style is most profitable? ›

The defining feature of day trading is that traders do not hold positions overnight; instead, they seek to profit from short-term price movements occurring during the trading session.It can be considered one of the most profitable trading methods available to investors.

What is the most profitable trading pattern? ›

The head and shoulders patterns are statistically the most accurate of the price action patterns, reaching their projected target almost 85% of the time. The regular head and shoulders pattern is defined by two swing highs (the shoulders) with a higher high (the head) between them.

What is the most profitable trade ever? ›

Probably the greatest single trade in history occurred in the early 1990s when George Soros shorted the British Pound, making over $1 billion on the trade. Most of the greatest trades in history are highly leveraged, currency exploitation trades.

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