Under construction. This area is a framework being built: most courses have no teaching material yet, and things may change or break. Private self-study. Not an official programme and not recognised by any ministry or school. No qualification, mark or document is issued, and “years 1 to 3” and “advanced” are names of study paths only.
A08 Bayesian inference & statistical decisions
Advanced pathA: Advanced appliedplannedabout 160 h (planning estimate)
Planned: syllabus only, no teaching material yet. Nothing on this page can be studied; it describes what the course would cover.
Named in: Advanced applied mathematics pathway
Why this course
Bayesian models and decision rules compared by risk.
Prerequisites
- Required
- G03 Graduate probability, B17 Mathematical statistics I, U14 Decision & game theory
- Recommended
- none
- Can be taken at the same time
- none
- Everything required, transitively (18 courses)
- B01, B02, B03, B04, B05, B06, B08, B09, B11, B13, B15, B17, B20, F01, F02, G01, G03, U14
- Courses that require this one
- E38
Concept-level units
Units follow the syllabus order, as a recommended sequence rather than a gate.
- Bayesian models
- Posterior computation
- Decision rules
- Risk and admissibility
- Minimax and Bayes connections
- Model critique
Assessable outcome
Derive a decision rule and evaluate its statistical and computational assumptions.
Assessment design
- deeper problem sets
- reconstruction of an unfamiliar argument
- advanced source reading
- cumulative examination or substantial project
cumulative; uses spaced retrieval
Resources
Every title here is candidate, unverified unless marked verified. Titles were suggested while planning. Nobody has checked that they exist, what they cost or how they are licensed.
- Berger · Statistical Decision Theory and Bayesian Analysis
Content record
- Version
- 0.0.0
- Review
- no review of any kind
- Provenance
- catalogue imported from the owner brief of 29 Oct 2026; no teaching content authored
- Known issues
- none recorded
- Type
- course
Bridges and laboratories
No bridge or laboratory is attached to this course yet.
You and this course
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