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Course unit, curriculum year 2019–2020
MTTTS23
Functional and Shape Data Analysis 5 ECTS, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Course code
MTTTS23Language of instruction
EnglishAcademic year
2019–2020Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Jarkko IsotaloResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Contents
- Introduction to functional and shape data analysis with R and Matlab
- 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
Prerequisites
Studies that include this course
Completion option 1
Participation in teaching
No scheduled teaching
Completion option 2
Exam
No scheduled teaching