Time series analysis

On this page, you will find the documents related to the course on time series analysis.

The course will be decomposed into different topics. For each of these topics, you will find the related slides, the mathematical proofs and some R codes to put the theory into practice.


1. Linear regression for time series

2. Linear dependence: Autoregressive and moving average models

3. Volatility models