📊 MASIS

Analysis Tool for Moroccan Securities

Welcome to MASIS

Start by uploading your stock data files or use our demonstration data to explore the features. This tool calculates advanced metrics including correlation, beta, alpha, and volatility for Moroccan securities.

Calculation Methods

All calculations use standard financial formulas with annualization:

  • Returns: r_t = ln(P_t / P_{t-1}) - Log returns
  • Correlation: ρ = Cov(r_a, r_b) / (σ_a × σ_b)
  • Beta (β): β = Cov(stock, market) / Var(market)
  • Alpha (α): α = (E[r_s] - r_f) - β × (E[r_m] - r_f) (annualized)
  • Volatility: σ_annual = σ_daily × √252
  • R-squared: R² = (Correlation)²

Important: All calculations performed locally. Demonstration data is from Dec 2025 - Feb 2026 (SGTM, TGCC, MASI).