Bayesian Statistical Inference in the Sciences

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Overview

Subject area

STAT

Catalog Number

31900

Course Title

Bayesian Statistical Inference in the Sciences

Description

Fundamental principles and techniques of probability, statistical inference and data analysis, as pertains to the sciences, especially bioinformatics. Random variables and their distributions. Central limit theorem. Conditional probability, Markov chains and Hidden Markov Models. Bayesian statistical paradigm and inference using Markov chain Monte Carlo. Computer simulations and data analysis.

Typically Offered

Fall, Spring

Academic Career

Undergraduate

Liberal Arts

Yes

Credits

Minimum Units

3

Maximum Units

3

Academic Progress Units

3

Repeat For Credit

No

Components

Name

Lecture

Hours

3

Requisites

016246

Course Schedule