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
englantiAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Syventävät opinnotGrading scale
Yleinen asteikko, 0-5Persons responsible
Vastuuopettaja:
Juho KanniainenVastuuopettaja:
Hyon-Jung Kim-OllilaVastuuopettaja:
Jaakko PeltonenVastuuorganisaatio
Informaatioteknologian ja viestinnän tiedekunta 100 %
Järjestävä organisaatio
Tietotekniikan opetus 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.
Osallistuminen opetukseen
09.01.2024 – 25.02.2024
Active in period 3 (1.1.2024–3.3.2024)