OPEN-SOURCE SCRIPT

Thorp Kelly Risk Engine [JOAT]

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Thorp Kelly Risk Engine [JOAT]

Introduction

Thorp Kelly Risk Engine is a risk-quality study that tracks virtual outcomes, Kelly estimates, Bayesian shrinkage, drawdown pressure, survival score, and deployment state.

This open-source indicator is designed as a context tool, not a standalone trading system. It focuses on explaining the current market state with restrained visuals and confirmed-bar logic where signals are used.

สแนปชอต

Core Concepts

1. Virtual Outcome Tracker

Trend setups create virtual reward/risk outcomes measured in ATR units.

2. Kelly Estimate

Win rate and payoff ratio produce full and fractional Kelly-style estimates.

3. Bayesian Shrinkage

A prior win rate reduces overconfidence when sample size is small.

4. Survival and Desk Score

Drawdown, volatility, signal density, convexity, and uncertainty combine into risk state.

Pine Script®


Features

  • Virtual outcome sampling
  • Fractional and Bayesian Kelly estimates
  • Drawdown throttle and volatility brake
  • Ruin-adjusted Kelly
  • Prime, defense, and lockdown states


Input Parameters

  • Trend, RSI, and ATR lengths
  • Reward and risk ATR
  • Kelly fraction and max allocation
  • Minimum sample and drawdown brake
  • Display toggles and HUD position



How to Use This Script

Use TKR as risk context. Prime states suggest healthier virtual samples; defensive and lockdown states warn that model risk is elevated.

Limitations

  • The script uses historical OHLCV data and cannot know future prices.
  • Signals and states can be late during fast reversals because confirmed-bar logic is used to reduce repainting.
  • Model outputs should be interpreted with market context, risk controls, and independent analysis.
  • No visual state should be treated as a certain trade outcome.


Originality Statement

TKR is original in combining Kelly math, Bayesian shrinkage, drawdown throttling, survival scoring, and uncertainty cones.

Disclaimer

This indicator is provided for educational and informational purposes only. It is not financial advice, investment advice, or a recommendation to buy or sell any financial instrument. All calculations are derived from historical market data and may produce inaccurate readings in some market conditions. No indicator can predict future market behavior. Use proper risk management and independent judgment.

-Made with passion by jackofalltrades


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