HUOM! OPINTOJAKSOJEN TIETOJEN TÄYTTÄMISTÄ KOORDINOIVAT KOULUTUSSUUNNITTELIJAT HANNA-MARI PEURALA JA TIINA HASARI
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Statistisk inversion metoder
Statistical Inverse Methods
Previous codes: 53834 Tilastolliset inversiomenetelmät, 5 cr
-Which degree programme is responsible for the course?
Master’s Programme in Particle Physics and Astrophysical Sciences
-Which module does the course belong to?
PAP300 Advanced Studies in Particle Physics and Astrophysical Sciences (compulsory for Study Track in Astrophysical Sciences)
ATM300 Advanced Studies in Atmospheric Sciences (optional for Study Track in Meteorology)
-Is the course available to students from other degree programmes?
Master’s level, degree programmes in medicine, dentistry and veterinary medicine = secondcycle
degree/EQF level 7
Doctoral level = third-cycle (doctoral) degree/EQF level 8
-Does the course belong to basic, intermediate or advanced studies (cf. Government Decree
on University Degrees)?
Recommended time for completion is in the mid-phase of Master's studies.
Annually in the spring term, periods 3–4.
University researcher Antti Penttilä.
You will learn
The student must complete weekly excercise tasks, which will include traditional 'pen-and-paper' problems and computer tasks. There will be final exam in the end of the cource.
MAPU I–II, Scientific Computing I–II, Havaintojen tilastollinen käsittely (New course codes will be updated when available)
Statistical inference, linear model, nonlinear model, kernel estimation, multivariate methods, Bayesian inference, Monte Carlo methods, MCMC.
The material is collected to handout that is distributed to students.
Weekly lectures and exercises.
Final grade is based on exercises and final exam.
English, optionally Finnish