Handbook 2009

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Stochastic Models and Inference (MAS278)

Points: 

4

Enrolment Options: 

Murdoch: S1-internal, S1-external

[see Teaching Periods and Census Dates] 

Description: 

This unit introduces theory for estimation and statistical inference in applied problems involving variation or uncertainty, focusing particularly on basic distribution theory and likelihood methods. Routine statistical methods such as one and two sample tests for means and proportions are derived and justified using this theory. The unit also introduces students to the derivation and implementation of new statistical methods using computer software packages, including spreadsheets, to illustrate the flexibility of likelihood theory.

Contact time: 

Lectures/workshops/tutorials: 4 hours per week.

Prerequisites: 

M180/MAS180 Introduction to Statistics OR M183/MAS183 Statistical Data Analysis and Databases OR M184/MAS184 Biostatistics and Information Retrieval OR M284/MAS284 Applied Statistics and Process Management OR MAS230 Biostatistical Methods. In addition, students must have a calculus background equivalent to at least M182/MAS182 Applied Mathematics.

Co-requisite: Internet access if studying externally.

Used in these Courses: 

Biomedical Science (BSc)
Mathematics and Statistics (BSc)

Used in these Minors: 

Applied Statistics
Mathematical Modelling