Praktikum: Time Series Analysis (M6b) (74054)

WS 2020/2021
Block course, see announcement

Holger Lange, Michael Hauhs

P, 3 ECTS

Block course: date tba

Course content: In this module linear and non-linear time series analysis will be taught and practiced by using different data sets from various environmental monitoring. Along with the classic procedure (auto and cross correlation, trend ­analyse, Fourier analyse, ARIMA-models) a focus is on non-linear methods recurring analysis, singular system analysis, wavelets, dimension reduction, etc.). The selection of procedure can change and is based on the interests of the students and current research projects.

In this block course students will choose appropriate methods to use for predetermined data sets and the results of the different procedures will be interpreted.

Please check the e-learning and cmlife at the beginning of the semester, as changes due to Covid-19 might occur.