Importance sampling

Introduction

This simple note reviews the importance sampling. This discussion is adapted from here and here.

Static Parameter Estimation for the GARCH model

Introduction

In this post, we review the online maximum-likelihood parameter estimation for GARCH model which is a dynamic variance model. GARCH can be seen as a toy volatility model and used as a textbook example for financial time series modelling.