🎲 COIN TOSS TRADING

Anti-Bias Random Stock Analysis System

âš™ī¸ Configuration

🔐 Data Source: This app uses real-time and historical stock data via the DANIEL.AI proxy -- no API key setup required.

â„šī¸ How It Works

đŸŽ¯ Random Decision Logic:

  • Each stock gets a random LONG/SHORT recommendation (coin toss)
  • Simulated buy at opening price, sell at closing price
  • Eliminates emotional bias and overanalysis paralysis
  • Tests market efficiency hypothesis
  • Provides baseline for strategy comparison

📈 Backtesting Logic:

  • Generates random trades over historical data
  • Calculates win rate, returns, volatility, Sharpe ratio
  • Analyzes performance distribution
  • Compares to buy-and-hold strategy
âš ī¸ Disclaimer: This is a random trading strategy for educational and bias-prevention purposes only. Past performance does not guarantee future results. Always do your own research and consider your risk tolerance.