(Topics include but are not limited to)
Financial time series modeling and forecasting
Application of extreme theory in financial risk
Systemic risk measurement and contagion analysis
Credit risk modeling and default prediction
Market risk measurement (VaR, ES) methods
Volatility modeling and derivative pricing
High-frequency data statistical analysis and market microstructure
Machine learning-driven financial risk prediction
Quantitative investment strategies and backtesting methods
Monte Carlo simulation and numerical calculation
Stochastic volatility and jump diffusion models
Portfolio optimization and risk allocation
Operational risk quantification and loss distribution
Liquidity risk modeling and measurement
Financial network and risk contagion modeling
Stress testing and scenario generation methods
Model risk and verification methods
Financial big data statistical inference
Bayesian methods in finance
Climate financial risk quantification
Cryptocurrency market risk modeling
Actuarial insurance and longevity risk
Algorithmic trading and execution optimization
High-performance implementation of financial computing
Interpretability in financial risk management