Advanced Statistical Methods I, 2026

Project Reports

Principal Component Analysis

Gaussian Random Number Generation

High dimensional Multinomial Sampling

Nonparametric Estimation of Expected Shortfall

Monte Carlo Methods for Option Pricing

Nonparametric Estimation from Incomplete Observations

Rank Correlation

Simulated Annealing

Metropolis Algorithm

Bayesian Inference

Hamiltonian Monte Carlo

Ensemble Methods