b) A system analyst studied the effect of computer programming experience on ability to complete
within a specified time complex programming task. Fifteen people were selected for the study.
They had varying amounts of programming experience (in months). All the people were given
the same programming task, and the results of their success was recorded. The result was coded
in a binary fashion: y = 1 if the task was completed successfully in the allotted time, and y = 0
if the task was not completed successfully. The experience and whether the task was completed
successfully are shown in the table below.
Months of experience(x) 32 10 15 56 40 45 15 60 13 11 41 9 60 17 17
Task success(y) 1 0 0 1 0 1 1 1 0 0 1 0 1 1 0
(i) Write regression model would you fit to meet the objective of the study? Give reason(s)
for your answer. [2 marks]
(ii) Write a well commented R code to read the data and fit the model.
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