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Multiple linear regression Help using R creating a linear regression to model how the number of calories in one portion of cereal depends on various
Multiple linear regression
Help using R creating a linear regression to model how the number of calories in one portion of cereal depends on various variables. The data set for the regression isUScerealfrom the packageMASS. To access the data set, load the packageMASSand simply typeUScerealin the console.
you can get the data from:
> library(MASS)
> data = UScereal
Model: calories=0+1protein+2fat+3fibre+4carbo+5sugars+.
Please help on these 2 numbers:
- Identify three largest outliers (in absolute value) of this model.
- Remove the three largest outliers (in absolute value) of this model and run the same multiple linear regression. Using thesummaryoutput as well as the diagnostic plots, explain how the removal of the three largest outliers improves the model (list at least four improvements).
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