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![]() | 2018/9 |
![]() | Department of Mathematical Sciences |
![]() | 6 [equivalent to 12 CATS credits] |
![]() | 120 |
![]() | Masters UG & PG (FHEQ level 7) |
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![]() | CW100 |
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![]() | Before taking this module you must take XX50215 |
![]() | Aims: �¿To understand the statistical aspects of the design of experimental and observational studies, and the associated methods of statistical analysis. Learning Outcomes: * Understand the principles of experimental design and observational studies * Analyse data from experimental designs * Employ sampling schemes with appropriate analyses. Skills: Problem solving (T, F, A), computing (T, F, A), written communication (F, A). Content: Design of Experiments: principles of experimental design; planning of experiments; comparative experiments; and selected topics from common designs: completely randomised, randomised blocks, factorial experiments; fixed and random effects; associated analyses - analysis of variance. Observational studies v. experiments: problems of bias, confounding, difficulty of causal interpretation; planning observational studies; analysis: matching, adjusting for confounding variables; cohort studies; case-control studies. Sampling target and sampled populations, finite populations, simple random sampling and selected topics from stratification and cluster sampling, ratio and regression estimators, randomised response methods. |
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MA50259 is Compulsory on the following programmes:Department of Computer Science
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Notes:
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