Instructions: In this paper I want you to perform a hypothesis test using any of the methods we have discussed in class (one-sample, two-sample, matched pairs, or proportions). You can either use data you collect yourself, or data you find on the internet. Your paper should include 3 sections: an introduction where you introduce the question you are trying to answer and why you are interested in it, a methods section where you discuss how the data was collected, finally a results section where you analyze the data. Below is a more detailed description of what should be included in each section.
I would recommend trying to collect or find data on something interesting to you. You should also consider how easy it will be to find or collect the data you want. You only have about a week to complete this paper, so you want to have a way to easily and quickly get data. A good source of data is from sports. People generally collect a lot of data about sport stars and sporting events. It can also be easy to find metrics on your own sports performance (depending on the metric and the sport). For example, you could try to estimate your average tennis serve speed, or the average serve speed for a professional player. Another easy way to collect data would be to do a convenience survey of you classmates or other students at the school.
The data you used, as well as the calculations you performed should be in an excel file you turn in with you paper. Clearly label all of the information contained in each cell, and as much as possible reference cells containing numbers instead of typing values into functions. This will help me see your process.
There is not a hard page limit for the paper, but I expect that if you touch on all of the points listed below, your write up will be around 3 pages long. Remember your goal is to demonstrate to me what you have learned in the course so far.
Introduction:
- What are interested in investigating? Why?
- What question are you trying to answer?
Methods:
- How was the data collected (by you or others)?
- If it was a sample, was it an SRS, convenience sample, etc?
- If it was an experiment, was it a randomized comparative experiment? blinded? Matched-pairs?
- What are possible sources of bias/issues with how the data were selected?
- How might this affect your results?
- I do not care if your data are collected with a good method or not, as long as you clearly recognize whether or not it is a bad method.
Results:
- Start by examining your data.
- Give the five number summary.
- Are the values normally distributed? Skewed?
- Include a histogram.
- Are there any outliers?
- Interpret.
- Then analyze your data to answer your original question.
- Describe the sampling distribution.
- Compute your test statistic and P-value.
- Interpret
- You can include other methods of data analysis (such as confidence intervals), but you must include a hypothesis test.
- Include any other visualizations you deem appropriate.
- Summarize your findings. How would you answer your original question?
- What are possible sources of inaccuracies/error?
Visualizations:
- Are your visualizations appropriate?
- Are the axes at a good scale?
- Are they clearly labeled?
- Are they easy to read?
Writing Style:
- Is your writing clear?
- Do you use appropriate terminology in the correct way?