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Advanced Numerical Analyses

Unit of study table (Table R)

Unit of study Credit points A: Assumed knowledge P: Prerequisites

C: Corequisites N: Prohibition
AMME5060
Advanced Computational Engineering
6 A Linear algebra, calculus and partial differential equations, Taylor series, the finite difference and finite element methods, numerical stability, accuracy, direct and iterative linear solvers and be able to write Matlab Scripts to solve problems using these methods
DATA5441
Networks and High-dimensional Inference

6

A Linear algebra (matrices, eigenvalues, etc.); introductory concepts in statistics (statistical models, inference); a programming language
DATA5710
Applied Statistics for Complex Data
6 A Strong background in statistical modelling and coding. Please consult with the coordinator for further information
Department permission required for enrolment. Please consult with the coordinator for further information. This unit is only available in even years.
DATA5711
Bayesian Computational Statistics
6 A Familiarity with probability theory at 4000 level (e.g., STAT4211 or STAT4214 or equivalent) and with statistical modelling (e.g., STAT4027 or equivalent). Please consult with the coordinator for further information.
Department permission required for enrolment. Please consult with the coordinator for further information. This unit is only available in even years.
OLET5602
Computational Analysis for omics Data
2 A Experience with at least one programming language. Basic computational and statistical concepts. Basic knowledge of molecular biology
STAT5003
Computational Statistical Methods
6 A STAT5002 or equivalent introductory statistics course with a statistical computing component
STAT5610
Advanced Inference
6 A Strong background in probability theory and statistical modelling. Please consult with the coordinator for further information
This unit is only available in even years.
STAT5611
Statistical Methodology
6

A Familiarity with probability theory at 4000 level (e.g., STAT4211 or STAT4214 or equivalent) and with statistical modelling (e.g., STAT4027 or equivalent). Please consult with the coordinator for further information.

Department permission required for enrolment. Please consult with the coordinator for further information. This unit is only available in even years.