Linear Modeling in R

Project Description

A linear modeling project coded in R illustrating the difficulty of predicting outcomes with small data sets.

Project Details

  • Question: Do manual transmissions produce better mileage than automatics?
  • Answer:When all physical aspects of vehicles are considered (i.e. gear ratio, weight , etc) there is no difference in mileage between manual and automatics.
  • Challenges:This data set was small (<40 cars or samples) and therefore limited the conclusions that could be drawn. It is likely that with a larger data set manual transmissions would predict better mileage.
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