In this project you will investigate the impact of a number of automobile engine factors on the vehicle?s mpg. The dataset
In this project you will investigate the impact of a number of automobile engine factors on the vehicle’s mpg. The dataset auto-mpg.csv contains information for 398 different automobile models. Information regarding the number of cylinders, displacement, horsepower, weight, acceleration, model year, origin, and car name as well as mpg are contained in the file.
Perform some initial analysis and create visualizations using Tableau Public (reference will be available in week 9).
Create some visual plots and charts describing the data and information it is trying to give out.
Using the first 300 samples in the auto-mpg.csv, run a simple linear regression and multiple linear regression to determine the relationship between mpg and appropriate independent variable/(s). Report all the appropriate information regarding your regression.
1) Multiple R-squared
2) Adjusted R-squared
3) Complete Linear Regression equation
Maintain a log of above values for all models.
For the remaining 98 samples in the dataset, use your best linear model(s) to predict each automobile’s mpg and report how your predictions compare to the car’s actual reported mpg.
1) Residual Plot
As a part of submission, share the code and report explaining the research. You can submit your code by compiling the report on RStudio. Directions to save complete code on word / PDF file is as below.
RStudio -> File -> Knit Document / Compile Report -> Save as Word / PDF.
Are you looking for custom essay writing service or even dissertation writing services? Just request for our write my paper service, and we\'ll match you with the best essay writer in your subject! With an exceptional team of professional academic experts in a wide range of subjects, we can guarantee you an unrivaled quality of custom-written papers.
Why Hire Collepals.com writers to do your paper?
Quality- We are experienced and have access to ample research materials.
We write plagiarism Free Content
Confidential- We never share or sell your personal information to third parties.
Support-Chat with us today! We are always waiting to answer all your questions.