STP80140 – Time Series

(Semester 2; 5 ECTS) This module will include an overview of classical and modern time series methods; Exponential smoothing and Holt Winters; ARIMA models; using transformations; implementing and validating times series models in a variety of contexts. An emphasis will be placed on learning how to implement these techniques using R or other statistical software.