You are browsing the curriculum of a past academic year (2020–2021).
Do you want to change to the ongoing academic year?
Course unit, curriculum year 2020–2021
DATA.STAT.830
Functional and Shape Data Analysis, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Course code
DATA.STAT.830Language of instruction
EnglishAcademic year
2020–2021Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Jarkko IsotaloResponsible teacher:
Jaakko PeltonenResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
- Introduction to functional and shape data analysis with R
- Functional principal component and canonical correlation analysis
- Linear and mixed models for functional and shape data sets
- Linear differential operators in functional data analysis
- Procrustes analysis in statistical shape analysis
- Shape distributions
Learning outcomes
Recommended prerequisites
Studies that include this course
Completion option 1
Participation in teaching
No scheduled teaching
Completion option 2
Exam
No scheduled teaching