Introduction To Pairs Trade

Dec 08, 2023 By Triston Martin

Investors use a "pairs trade" strategy in which they take long and short bets in two firms that are highly correlated. There is a high correlation between the performance of these two securities. The "spread" (the price difference between the two stocks) may increase and decrease simultaneously, in which case a pairs trade would be a short sell on one stock and a long buy on the other. Several factors might cause a pair to diverge, including supply/demand shifts, substantial buy/sell orders for a single security, and so on.

Knowing how to use trading pairs to your advantage

As a result of studies conducted by Morgan Stanley technical analysts, the notion of pairs trading was first introduced in the 1980s. The pairs trade method utilizes statistical and technical analysis to find market-neutral profits.

Model-based trading of pairs

In a "pairs trade," investors buy and sell long and short positions in two companies with a high degree of connection. In the mid-1980s, a group of technical analyst professionals devised the concept of pairs trading.

As the name implies, a pairs trading strategy's success is driven by the strong positive correlation between its underlying assets.

Market neutral strategies are primarily emphasized in pairs trading. A market-neutral strategy includes long and short bets with a positive correlation in two securities. A rising or declining trend might be taken advantage of using a hedging strategy based on these two opposing viewpoints.

The term "pair trade" refers to trading two securities that have historically been linked. A strong positive correlation between the equities in a pair trade is the most critical factor in the strategy's profitability. A pair trading strategy should be employed by a trader who observes a difference in the correlation between two prices. This strategy can be utilized to profit when the correlation between two assets breaks down.

When the pair eventually diverges from each other, investors using the pairs trading approach would buy a dollar-matched long position in the underperforming asset and sell short an outperforming investment. The price convergence is lucrative if the securities return to their historical correlation.

The advantages and disadvantages of trading in pairs are discussed.

A pair transaction that goes as planned results in profits for the investor and a reduced risk of loss. The underperformers regain value while the prices of outperformers fall. There are financial benefits to this. The net profit is the difference between the profits earned by each position.

There are several drawbacks to pair trading. The success of pairs trading depends on the underlying assets' significant statistical correlation. The typical criterion of a correlation of 0.80 is challenging to meet for most transactions involving two parties. The past can be a good predictor of the future, but it does not necessarily guarantee it will be so. Reduce the likelihood of the expected outcome by requiring only a correlation of 0.80 as an additional safeguard.

CASE STUDY IN PAIRS TRADE

Examine the 0.95 correlation between Stock A and Stock B to show the pairs trade method's profit potential. Only a 0.50 short-term connection exists between these two stocks compared to their previous trend of 1.

A trader uses arbitrage to take a dollar-matched long position and a short position in two equities that aren't performing well. There will come a period when the stocks will once again be linked together.

Trading in pairs using a computer program automatically.

Pair trading is conducted using automated trading algorithms and execution management systems. Models based on earlier data mining and analysis frequently form the basis of these procedures. Algorithms that automatically buy and sell in response to changes in price can take advantage of market inefficiencies. As a result, traders may take advantage of narrower spreads.

Concept Of Non-Discrimination in The Market

Pairs trading can be utilized to reduce sector and market risk. There should be gains on short positions and losses on long positions in a market crash where the two equities fall together, for example, leaving a net profit close to zero. Since the transfer was so big, this is the reason.

Because it relies on the idea that prices would eventually return to their previous patterns, this is known as a "mean reverting approach."

Because the proceeds from a short sale can be used to back a long position, pairs trading is self-funding.

Risk and uncertainty management in a dynamic setting

In the world of currency trading, there are no assurances. When the spread is too broad, things get a little more complicated because the spread tends to trend rather than return. The trader must abandon the losing trade as soon as the primary setup—a bet on reversion to the mean—is invalidated. This necessitates stringent risk-control measures. This can be accomplished, for example, by forecasting the spread and exiting at expected error bounds. The spread can be modelled and forecasted using autoregressive moving average models.

It's a given that the stock will return to its pre-deviated value. This stock is predicted to produce similar returns over time for both companies.

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