Barrie & Hibbert

Knowledge Base » A Model for Daily Equity Index Returns

A Model for Daily Equity Index Returns

Document ID: 2000-64 (previously 2000/031)
Published on: 1st November 2000
Author: Craig Turnbull, John Hibbert

Modelling daily equity index returns brings its own challenges, namely the bursts in volatility and occasional large daily dislocations. The note presents the model that is capable of generating real-world daily alike returns. The demonstrated approach adopts the GARCH and the jump diffusion process.

• Model
  • 2 Factor Black Karasinski Model
  • 2 Factor Vasicek Model
  • Constant Volatility Model
  • Credit Model
  • Equity Mean-Reversion Model
  • Exchange Rate Model
  • General Equity Model
  • Inflation Model
  • Libor Market Model
  • Local Volatility Model
  • Mortality Model
  • Mortgage-Backed Securities Model
  • Other Models
  • Stochastic Volatility & Jump Diffusion Model
  • Time-Varying Deterministic Volatility Model

• Asset Class
  • Alternative Assets
  • Credit
  • Joint Distribution
  • Exchange Rate / Currency
  • Derivatives
  • Equity
  • Inflation
  • Interest Rates
  • Property

• Product Areas
  • Capital Measurement
  • Product Communication & Advice
  • Product Design & Governance
  • Risk & Capital Management

• Sectors
  • Retail Distribution
  • Asset and Wealth Management
  • Consultancy
  • Insurance
  • Pension Fund

Other categories

• Calibration Methodology & Techniques
• Calibration Notes
  • Market Consistent
  • Real World
• Calibration Targets
  • Target Methodology
  • Target Updates
  • Target Validation
• Events
• Insights
• iESG
  • Version 6.2
• Monte Carlo Methodology
  • Correlation Matrices
  • Random Number Generation
  • Variance Reduction
• Numerical Methods
• Outputs & Validation
• Solvency II Sample Documentation
• Archive

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