Statistical Inference 2, 5 cr

Tampere University

Description
Completion options

Teaching periods

Course code

DATA.STAT.810

Language of instruction

English, Finnish

Academic years

2021–2022, 2022–2023, 2023–2024

Level of study

Advanced studies

Grading scale

General scale, 0-5

Persons responsible

Responsible teacher:

Pekka Pere

Responsible teacher:

Hyon-Jung Kim-Ollila

Responsible organisation

Faculty of Information Technology and Communication Sciences 100 %

Coordinating organisation

Computing Sciences Studies 100 %

Roles of modeling in Statistical Inference, Principles of Data Reduction, Estimation: UMVU estimators, Basu's theorem, M-estimation/Generalized estimating equations. Large sample properties: asymptotic distributions, relative efficiency, consistency. Hypothesis testing: UMP/UMPU tests, likelihood-based tests and confidence regions, Fisher’s exact test, Permutation tests

Learning outcomes

Recommended prerequisites

Learning material

Studies that include this course

Completion option 1

Completion of all options is required.

Exam

08.05.2024 – 08.05.2024

Participation in teaching

Lectures (English)

04.03.2024 – 31.05.2024