Analysis Report¶
In this class, instead of creating a presentation for a client, we will be writing an analysis report. The analysis report should consist of at least one table and at least one graphic. Try to keep the report to 5 total pages, though it may be longer. While Chapter 4.7 of the textbook describes what should be in a final report, I like to construct my report slightly differently by including:
Executive Summary¶
- Before the report, summarize the key points and findings for your client.
- Make sure the summary has a clear take-home message.
- Write the summary using the ADEPT method (this will be explained later): make sure it is presented in everyday language and is clear to a non-technical audience.
Background & Goals¶
- Explain background on why the study was done and any other pertinent background information.
- Describe the scope of the analysis you will be presenting.
Study Design & Data¶
- Describe the study design (experimental, cohort, etc.) as it pertains to the analysis you will be performing.
- Explain how the samples were chosen, where the data is from, and anything unusual about the data.
- List the variables you used and any possible manipulations or transformations you have performed.
- Explain any data cleaning you performed, and perhaps a preliminary table or graphic.
Statistical Methods¶
- Explain which statistical method you used and why you are using this method to answer the research question.
- Include output that you used to answer the question.
Results¶
- Present all results, including estimated values and confidence intervals in addition to p-values.
- Be sure to explain the results in context of the original research question.
- Make a couple tables and/or graphics to convey the results.
- Ensure the subject matter questions have been answered.