Model Selection in R (AIC Vs BIC)
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Model Selection in R (AIC Vs BIC)
Let’s look at a linear regression model using mtcars dataset.
First, we need to brush up on our knowledge by looking at the mtcars dataset.
mtcars collects data on a variety of car attributes, but let’s pretend we’re trying to develop a model to better understand the link between mpg and the other factors in the mtcars dataset.
Here we are going to start with a basic model in where we theorize that a car’s engine displacement (in cubic inches), disp, contributes to its mpg.
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#rstats #DataScience #AIC #BIC #modelselection #RStudio
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