Year 1

Paper 1

ST425 Statistical Inference: Principles, Methods and Computation (1.0) #

Paper 2

ST422 Time Series (0.5) # (withdrawn 2024/25) and ST436 Financial Statistics (0.5) #

Paper 3

Courses to the value of 1 unit(s) from the following:

ST405 Unsupervised Machine Learning and Multivariate Data Analysis (0.5)

ST411 Generalised Linear Modelling and Survival Analysis (0.5) #

ST416 Multilevel Modelling (0.5) #

ST418 Advanced Time Series Analysis (0.5) #

ST429 Statistical Methods for Risk Management (0.5) #

ST433 Computational Methods in Finance and Insurance (0.5) # (withdrawn 2024/25)

ST439 Stochastics for Derivatives Modelling (0.5) (suspended 2025/26)

ST440 Recent Developments in Finance and Insurance (0.5) (suspended 2025/26)

ST442 Longitudinal Data Analysis (0.5) # (suspended 2025/26)

ST443 Machine Learning and Data Mining (0.5) #

ST444 Computational Data Science (0.5) # (suspended 2025/26)

ST445 Managing and Visualising Data (0.5) #

ST446 Distributed Computing for Big Data (0.5) #

ST448 Insurance Risk (0.5) # (suspended 2025/26)

ST449 Artificial Intelligence (0.5) #

ST451 Bayesian Machine Learning (0.5) #

ST454 Bayesian Data Analysis (0.5) # (suspended 2025/26)

ST455 Reinforcement Learning (0.5) #

ST456 Deep Learning (0.5) #

ST457 Graph Data Analytics and Representation Learning (0.5) #

MY459 Computational Text Analysis and Large Language Models (0.5) #

MY461 Social Network Analysis (0.5)

Paper 4

A

Courses to the value of 1 unit(s) from the following:

ST405 Unsupervised Machine Learning and Multivariate Data Analysis (0.5)

ST409 Stochastic Processes (0.5) #

ST411 Generalised Linear Modelling and Survival Analysis (0.5) #

ST416 Multilevel Modelling (0.5) #

ST418 Advanced Time Series Analysis (0.5) #

ST426 Applied Stochastic Processes (0.5) (suspended 2025/26)

ST429 Statistical Methods for Risk Management (0.5) #

ST433 Computational Methods in Finance and Insurance (0.5) # (withdrawn 2024/25)

ST439 Stochastics for Derivatives Modelling (0.5) (suspended 2025/26)

ST440 Recent Developments in Finance and Insurance (0.5) (suspended 2025/26)

ST442 Longitudinal Data Analysis (0.5) # (suspended 2025/26)

ST443 Machine Learning and Data Mining (0.5) #

ST444 Computational Data Science (0.5) # (suspended 2025/26)

ST445 Managing and Visualising Data (0.5) #

ST446 Distributed Computing for Big Data (0.5) #

ST448 Insurance Risk (0.5) # (suspended 2025/26)

ST449 Artificial Intelligence (0.5) #

ST451 Bayesian Machine Learning (0.5) #

ST454 Bayesian Data Analysis (0.5) # (suspended 2025/26)

ST455 Reinforcement Learning (0.5) #

ST456 Deep Learning (0.5) #

ST457 Graph Data Analytics and Representation Learning (0.5) #

FM402 Financial Risk Analysis (0.5) #

FM404 Advanced Financial Economics (0.5)

FM413 Fixed Income Markets (0.5) #

FM429 Asset Markets A (0.5) #

FM441 Derivatives (0.5) #

FM442 Quantitative Methods for Finance and Risk Analysis (0.5) #

MA407 Algorithms and Computation (0.5) #

MA415 The Mathematics of the Black and Scholes Theory (0.5)

MA416 The Foundations of Interest Rate and Credit Risk Theory (0.5)

MA420 Topics in Financial Mathematics (0.5) #

MA427 Nonlinear Optimisation and Applications (0.5) #

MA435 Machine Learning in Financial Mathematics (0.5) #

MY456 Survey Methodology (0.5) #

MY457 Causal Inference for Observational and Experimental Studies (0.5) #

MY459 Computational Text Analysis and Large Language Models (0.5) #

MY461 Social Network Analysis (0.5)