Mean Reversion Pairs
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Mean Reversion Pairs

The Mean Reversion Pairs strategy exploits the statistical tendency of co-integrated asset pairs to revert to their historical spread relationship. Using a Kalman filter for real-time spread estimation and dynamic z-score thresholds for entry and exit timing, this strategy captures the mean-reverting component of relative price movements while maintaining market neutrality. The pair universe is continuously monitored for cointegration stability using the Engle-Granger and Johansen tests, with pairs automatically rotated when statistical relationships break down. This ensures the strategy always operates on the most robust statistical relationships available in the market.

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Expected Price
$199/mo
or $1,790/yr (save 25%)

Early-bird pricing available for waitlist members

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2.11
Sharpe Ratio
72%
Win Rate
−7.8%
Max Drawdown
+2.4%
Avg Monthly
Performance

Trailing 12-Month Returns

Monthly Returns (Trailing 12M)YTD: 24.4%
Jan+2.8%Feb+3.1%Mar+1.9%Apr+2.5%May-0.7%Jun+3.4%Jul+2.1%Aug+1.6%Sep+3.8%Oct+2.2%Nov-1.2%Dec+2.9%

Past performance does not guarantee future results. All returns are net of transaction costs.

Methodology

How It Works

01

Engle-Granger cointegration testing with rolling windows

02

Kalman filter for adaptive hedge ratio estimation

03

Dynamic z-score entry at ±2σ, exit at ±0.5σ

04

Half-life estimation for optimal holding period

05

Johansen test for multi-leg pair validation

06

Regime-conditional parameter adjustment

Instruments

Tradeable Universe

US Equity pairs (sector-matched)
ETF pairs (cross-sector, cross-asset)
ADR/underlying arbitrage pairs
50+ actively monitored pairs
Risk Management

Capital Protection

Dollar-neutral positioning (long/short balanced)
Maximum 3% capital per pair
Automatic pair rotation on cointegration breakdown
Stop-loss at 3σ deviation (extreme divergence)
Portfolio-level correlation monitoring
What You Get

Deliverables

Real-time pair trade alerts with entry/exit levels
Weekly cointegration stability report
Spread visualization dashboard
Monthly pair universe rotation summary
Python notebook for independent verification
Historical trade database access
Pricing

Choose Your Plan

All plans include a 14-day money-back guarantee. No questions asked.

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Basic

$129/mo
monthly
  • Top 20 pairs signals
  • Email delivery
  • Basic spread dashboard
  • Community access
Recommended
Coming Soon

Professional

$199/mo
monthly
  • Full 50+ pair universe
  • Real-time webhook alerts
  • Advanced spread analytics
  • Cointegration monitoring dashboard
  • Python backtesting notebook
  • Priority support
Coming Soon

Institutional

$499/mo
monthly
  • Everything in Professional
  • Custom pair universe creation
  • API access for systematic integration
  • Monthly strategy consultation
  • Multi-account execution support
  • Dedicated Slack channel
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Mean Reversion Pairs is currently in development. Enter your email to get notified when it becomes available — plus early-bird pricing.

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FAQ

Common Questions

Interested in This Service?

This consulting package is currently being developed. Join the waitlist to be notified when it launches — plus receive early-bird pricing.

Coming Soon
Be the first to know when it launches

Mean Reversion Pairs is currently in development. Enter your email to get notified when it becomes available — plus early-bird pricing.

No spam. Unsubscribe anytime.