In: Statistics and Probability
write a report in the following topic:
Simple linear regression and correlation
Hint:
It recommended to include the following topics (as much as possible):
Introduction
Simple linear model
Random Error
Method of least square
Analysis of variance
Testing the usefulness of the model
F test
Measuring the strength of the relationship
Interpreting a significant regression
Checking the regression assumption
Diagnostic tool
Residuals
Estimation and prediction
(it is important to include an example in the report, in addition to that it recommended that the solution steps included in the related subtitles above as much as possible