MT4113 - Computing in Statistics - Report Writing Assessment Answer

Assessment Task:

Task 1: Choose a dataset and research question 

• Install the package slabs and take a look at the documentation. 

• Explore the available datasets and choose one that interests you. 

• Formulate a simple research question that could be answered using the dataset.

Note that, in this assignment, your task is not to answer this research question. Rather, you will use simulation to investigate the statistical tests you could use to answer the question. 

Task 2: Choose statistical tests 

• You should choose one parametric and one non-parametric test to investigate. 

• The tests should be appropriate for answering your stated research question. 

Task 3: Generate and analyze simulated data 

• Use the dataset from slabs to inform the properties of your simulated data. 

• Develop scenarios for data generation (see the workflow for examples). 

• Write code to generate simulated data under different scenarios. 

• Apply your chosen statistical tests to the simulated data. 

• Calculate the size and power of these statistical tests under each of the scenarios you have developed. 

Task 4: Summarize your findings 

• Report the size and power of your statistical tests. 

• Comment on the results of your study.

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