Quantitative Stock Analysis

Professional-grade financial analysis and trading strategies powered by advanced statistical methods

Single Stock Analysis

Comprehensive analysis of individual stocks with technical indicators and statistical metrics.

  • Daily price data download
  • Daily returns calculation
  • Moving averages (20-day, 50-day)
  • Volatility analysis
  • Interactive charts
Launch Analysis

Mean Reversion Pairs Trading

Advanced pairs trading strategy using cointegration tests and statistical arbitrage.

  • Engle-Granger cointegration test
  • Z-score trading signals (2σ threshold)
  • Full backtesting engine
  • Sharpe ratio & win rate metrics
  • Comprehensive research report
Launch Pairs Trading

Time Series Forecasting

Predict future asset prices using ARIMA and Prophet models with 30-day forecasts.

  • ARIMA model with auto order selection
  • Facebook Prophet model
  • 30-day price forecasts
  • Forecast vs actual comparison
  • Accuracy metrics (MAE, RMSE, MAPE)
Launch Forecasting

Volatility Explorer

Analyze rolling volatility and correlation patterns across multiple assets simultaneously.

  • Rolling volatility calculation (σ)
  • Correlation heatmap visualization
  • Multi-asset comparison (up to 20 tickers)
  • Identify assets that move together
  • Volatility statistics and trends
Launch Volatility Explorer

Factor Loadings Dashboard

Fama-French and Crypto factor analysis to understand asset risk exposures and returns.

  • Fama-French 3-factor model (Mkt-RF, SMB, HML)
  • Crypto factor model (Market, Size, Momentum)
  • Beta calculation via regression
  • Risk premia analysis
  • Factor exposure visualization
Launch Factor Model