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Select a problem or question of interest in your work, in your daily life or in some area that is of interest to you such
- Select a problem or question of interest in your work, in your daily life or in some area that is of interest to you such as politics, family life or a sporting activity.
- Define the question in such a way that the answer (and any decision that might be made as a result) depends on a single parameter.
- Decide what data you could collect to help estimate the parameter and hence make the decision. Note that the data may be as limited as a single value or fictitious but sensible ones.
- Choose and justify the distribution from which you think the data will come.
- Now consider and justify the form of the prior distribution for this parameter. Using the method suggested by O'Hagan, or otherwise, completely specify the prior distribution.
- Hence derive the posterior distribution
- Choose and justify a sensible cost function (you may use more than one if you want). Hence find the estimate of the parameter of interest, so answering the question, solving the problem and/or making the relevant decision.
- If you can, set up a credible interval for the parameter.
- Produce a short well-written report of the question and its solution. Technical details can be put into clearly referenced, concise appendices if this seems appropriate.
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