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The slideshow presentation will be in a reproducible R Markdown format with written sections, R code, and output. Presentations are limited ( maximum ) to

The slideshow presentation will be in a reproducible R Markdown format with written sections, R code, and output. Presentations are limited (maximum) to 20 slides.
The presentation must be composed of the following sections. more can be added but must include these sections. Must have at least one question.
1- Presentation title.
2- Introduction (Plain text) or Problem Statement (Plain text): State the overall problem/question driving the investigation. A good introduction provides a brief background to the problem, defines important terms, and leads to a strong rationale.
3- Data [Plain text): Collect any data, explain how the data is collected. There should be enough detail here so that someone else could replicate the data collection. Explain the sampling method if known. Ensure that the reference of the data source should be mentioned if open data source is used. List and explain the important variables. Explain everything that is done to preprocess the data.
4- Descriptive Statistics and Visualisation [Plain text & R code & Output): Summarise the important variables in the investigation. Use visualisation to highlight interesting features of the data and tell the overall story. Explain how the data issues is dealt (if any), e.g. missing data and outliers.
5- Hypothesis Testing and Confidence Interval [Plain text & R code & Output): Apply an appropriate hypothesis test and confidence interval for the investigation. Ensure to state the hypotheses and check any assumptions. Report the appropriate values and interpret the results.
6- Categorical association [Plain text & R code & Output): Apply an appropriate categorical association for the investigation. Report the appropriate values and interpret the results.
7- Regression analysis [Plain text & R code & Output): Apply an appropriate Regression analysis for the investigation. Ensure to state the hypotheses and check any assumptions. Report the appropriate values and interpret the results.
8- Discussion [Plain text): Discuss the major findings of the investigation. Discuss any strengths and limitations. Propose directions for future investigations. This is a good place to re-state the findings as a conclusion. What is the one take-home message the reader should leave with?
9- References [Plain text]: Provide a list of any references that is used in the presentation.

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