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In: Statistics and Probability

write a report in the following topic: Simple linear regression and correlation Hint: It recommended to...

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

Solutions

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