Please fit regression models using dataset from UCI Machine Learning Repository: Auto MPG Data Set Links to an external site.

you can access data: auto-mpg.names (Column names in order mpg (1) to car names (9)) Download auto-mpg.names (Column names in order mpg (1) to car names (9)) and the data file: Auto.data Download Auto.data . Names are column names as a reference (or csv file Download csv file). You can also get data descriptions from the dataset repository above.

One simple linear regression: y: mpg versus x: horsepower. Multiple linear regression: y: mpg and all other features. One model with higher exponents of features (Xs) in y: mpg and X: horsepower. One model with interaction terms you choose. Please submit your simple report as a pdf document. You can choose any language: R, python, Matlab (Example R Jupyter Code: Ch3-linreg-lab.ipynb Download Ch3-linreg-lab.ipynb )