Dear Participants,
Please refer to the Project video for complete context about the “Advance Statistics” problem.
The objective of the project is to use the dataset ‘Factor-Hair-Revised.csv’ to build an optimum regression model to predict satisfaction. You are expected to
Perform exploratory data analysis on the dataset. Showcase some charts, graphs. Check for outliers and missing values (8 marks)
Is there evidence of multicollinearity ? Showcase your analysis(6 marks)
Perform simple linear regression for the dependent variable with every independent variable (6 marks)
Perform PCA/Factor analysis by extracting 4 factors. Interpret the output and name the Factors (20 marks)
Perform Multiple linear regression with customer satisfaction as dependent variables and the four factors as independent variables. Comment on the Model output and validity. Your remarks should make it meaningful for everybody
(20 marks)
Please note the following:
Your submission should be a Word Document or PDF.
You must give the sources of data presented. Do not refer to blogs; Wikipedia etc.
Any assignment found copied/ plagiarized with other group(s) will not be graded and marked as zero.
Please ensure timely submission as post deadline assignment will not be accepted.
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.
Read moreEach paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.
Read moreThanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.
Read moreYour email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.
Read moreBy sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.
Read more