The solution should be in R language Problem 4: This problem concerns defining and solving a problem in real life setti

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The solution should be in R language
Problem 4:
This problem concerns defining and solving a problem in real life
setting. You will need to go through the following steps to
complete this problem.
Identify a real-life problem that you would like to investigate by
using techniques of non-parametric methods in these modules
Comparing Two Independent Conditions and Two Related
Conditions, Differences Between Several Independent Groups
and Differences Between Several Related
Groups. You have complete freedom in choosing the
problem. The problem could be related to what you are doing in
professional life or something that excites you. Then you will form
the hypotheses that you want to test. You need to do this first
before you go ahead and collect your data. Before collecting that
data, you need to think through the process of data collection to
make sure you can make good analysis. Then you will use the data
you collected to perform analysis and make your conclusions.
Collecting your own data for the problem you are studying is
extremely important, so budget some time to finish the data
collection process.
a) Provide a clear motivation why you want to study this problem.
(Max 15 sentences).
b) Clearly state your null hypothesis and alternate hypothesis. (5
sentences).
c) Clearly state how you collected data to test your hypothesis.
Please identify clearly all the design choices you made in your
data collection process. (Max 15 sentences).
d) Tabulate the data you collected with clear explanation and
annotation.
e) Clearly state the method(s) you used in your analysis and
justification (Max 10 sentences)
f) Perform your analysis. Clearly show your code with results
executed in R-notebook.
g) State the conclusion of your analysis (Max 10 sentences).