ST308 - Bayesian Inference
Statistical decision theory: risk, decision rules, loss and utility functions, Bayesian...
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ST309 Elementary Data Analytics
The primary focus of this course is to help students view various problems from business,...
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ST326 - Financial Statistics
The course covers key statistical methods and data analytic techniques most relevant to finance....
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ST327 – Market Research: An Integrated Approach
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ST330 - Stochastic and Actuarial Methods in Finance
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ST405 - Multivariate Methods
An introduction to the theory and application of modern multivariate methods used in the...
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ST409 - Stochastic Processes
This is a course on the theory of Stochastic Processes, with a view towards financial and...
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ST411 - Generalized Linear Modelling and Survival Analysis
This course provides an introduction to the theory and application of generalized linear models...
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ST416 - Multilevel Models
This course deals with the analysis of data from hierarchically structured populations (eg...
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ST422 - Time Series
A broad introduction to statistical time series analysis for postgraduates: what time series...
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ST425 - Statistical Inference: Principles, Methods and Computation
The course provides a comprehensive coverage of fundamental aspects of probability and...
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ST426 - Applied Stochastic Processes
ST429 - Statistical Methods for Risk Management
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ST439 - Stochastics for Derivative Modelling
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ST440 - Recent Developments in Finance and Insurance
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ST442 - Longitudinal Data Analysis (also ST542)
A practical introduction to methods for the analysis of repeated measures data, including...
ST443 - Machine Learning and Data Mining
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ST444 - Computational Data Science
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ST445 - Managing and Visualizing Data
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ST447 - Data Analysis and Statistical Methods
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