Large data set and contextual statistical modelling

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By the end you’ll be able to

Extract, process and interpret relevant information from the large data set or other substantial real data sets where required by the board.
Identify variable types, units, coding and contextual features that affect statistical analysis and interpretation.
Select appropriate diagrams, summary measures or models for a given context and justify the choice.

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Evaluate the assumptions, strengths and limitations of a statistical model, including issues of representativeness, causation and extrapolation.

Communicate statistical findings clearly using contextual knowledge and correct statistical terminology.

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