Crypto Correlation Breakdown Trade

Entry Logic

• Identify a pair of highly correlated cryptocurrencies (e.g., BTC and ETH).
• When the correlation breaks down and one asset significantly outperforms the other, enter a pairs trade: long the underperformer and short the outperformer.
• Confirmation requires the correlation to drop below 0.5 for a sustained period.
• The entry timeframe is the 4-hour chart.
• This is a market-neutral strategy that bets on the convergence of the two assets.

Exit Logic

• Exit the trade when the correlation returns to its historical average (e.g., above 0.8).
• No scaling out is used for this strategy.
• A trailing stop is not used.
• Exit the trade if the correlation breaks down further and the spread widens by 50%.
• An opposite signal (a return to high correlation) triggers an exit.
• The trade is closed when the spread between the two assets narrows.
• Exit if one of the assets experiences a major fundamental event.

Stop Loss Structure

• A hard stop is placed on the spread between the two assets (e.g., a 50% widening of the spread).
• No soft stop is used.
• The maximum dollar loss per trade is determined by the position size and the spread.
• The maximum percent loss is 5% of the allocated capital.
• The structural stop is a fundamental change in the relationship between the two assets.

Risk Management Framework

• Risk no more than 2% of the trading account on a single trade.
• The maximum daily loss limit is 4% of the account.
• The maximum weekly loss limit is 8% of the account.
• A maximum drawdown of 20% will trigger a 2-week trading halt.
• The risk-reward ratio is based on the expected convergence of the spread.

Position Sizing Model

• Use a dollar-neutral position sizing model (i.e., equal dollar amounts for the long and short legs).
• No volatility adjustment is needed.
• Conviction is based on the degree of the correlation breakdown.
• Do not scale into trades.
• Do not scale out of trades.

Trade Filtering

• Avoid trading pairs with a historically low correlation.
• The setup requires a clear and significant breakdown in correlation.
• This strategy is designed for highly correlated pairs.
• The optimal trading time is when the market is choppy or range-bound.
• Do not trade this strategy during a strong, market-wide trend.

Context Framework

• The overall market trend is not the primary consideration.
• The spread between the two assets should be at a historical extreme.
• The correlation should have broken down significantly.
• The entry should occur when the spread starts to revert to the mean.
• The weekly charts of both assets should not show a major divergence.

Trade Management Rules

• Hold the position until the spread converges.
• Do not move the stop to breakeven.
• Do not add to the position.
• Be prepared to hold the position for several days or weeks.

Time Rules

• The optimal trading window is when the correlation is at its lowest.
• Avoid trading when the correlation is high and stable.
• Be patient and wait for the convergence.

Setup Classification

• A+ setup: A breakdown in correlation between BTC and ETH with the spread at a multi-year high.
• A setup: A significant correlation breakdown in a major pair.
• B setup: A minor correlation breakdown in a less liquid pair.
• C setup: No clear correlation breakdown.

Market Selection Criteria

• Trade highly correlated pairs of major cryptocurrencies.
• The instruments must have liquid derivatives markets for shorting.
• The correlation data must be reliable.

Statistical Edge Metrics

• The expected win rate is 70%.
• The average win is the convergence of the spread.
• The average loss is the stop-loss level.
• The profit factor is high.
• The expectancy per trade is positive.

Failure Conditions

• The strategy fails if the correlation breakdown is due to a fundamental change in one of the assets.
• Avoid this setup if one of the assets is experiencing a major upgrade or a crisis.

Psychological Rules

• Have the patience to hold a market-neutral position.
• Do not get shaken out by the individual price movements of the two assets.

Advanced Components

• Use a script to monitor the correlation and spread in real-time.
• Filter trades based on the cointegration of the pair.
• Consider the term structure of the futures for both assets.
• The weekly charts should not indicate a long-term decoupling.

Location

• The setup is strongest when the market is uncertain and lacks a clear direction.
• The setup is weakest during a strong, trending market.
• The extremity of the spread is the key to success.