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Course unit, curriculum year 2020–2021
DATA.STAT.720

Introduction to Bayesian Analysis 1, 5 cr

Tampere University
Teaching periods
Active in period 2 (19.10.2020–31.12.2020)
Course code
DATA.STAT.720
Language of instruction
English
Academic year
2020–2021
Level of study
Advanced studies
Grading scale
General scale, 0-5
Persons responsible
Responsible teacher:
Hyon-Jung Kim-Ollila
Responsible organisation
Faculty of Information Technology and Communication Sciences 100 %

Prior and posterior distributions, Bayes estimators, conjugate priors, posterior predictive distribution, interval estimation and hypothesis testing, single-parameter models, simple multiparameter models.

Learning outcomes
Learning material
Studies that include this course
Completion option 1

Participation in teaching

No scheduled teaching
Completion option 2

Exam

28.10.2020 28.10.2020
Active in period 2 (19.10.2020–31.12.2020)