Advanced Auto MPG Regression Analysis in R
Advanced Auto MPG Regression Analysis in R: a task in termgrade-bandcentral-gemma4-31b-bash: TermGrade Band-Central: the 151-task selection and its splits (Harbor dataset). You have a dataset of automobile specifications. Your task is to perform an advanced regression analysis predicting fuel…
The task
You have a dataset of automobile specifications. Your task is to perform an advanced regression analysis predicting fuel efficiency (`mpg`) using R. You must go beyond simple model fitting: engineer features, diagnose multicollinearity, build an ensemble, analyze residuals, and produce prediction intervals.