Course unit, curriculum year 2023–2024
DATA.STAT.780
Time Series Analysis, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 3 (1.1.2024–3.3.2024)
Active in period 4 (4.3.2024–31.5.2024)
Course code
DATA.STAT.780Language of instruction
EnglishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Juho KanniainenResponsible teacher:
Hyon-Jung Kim-OllilaResponsible teacher:
Jaakko PeltonenResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
Modeling trends and seasonality, Autocovariance function and partial autocorrelation function, stationary time series models (ARMA), nonstationary (ARIMA), and seasonal time series models (SARIMA), model estimation and forecasting in R
Learning outcomes
Learning material
Studies that include this course
Completion option 1
Completion of all options is required.
Participation in teaching
09.01.2024 – 25.02.2024
Active in period 3 (1.1.2024–3.3.2024)