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r:regression_diagnostics

Regression Diagnostics

# Assume that we are fitting a multiple linear regression
# on the MTCARS data
library(car)
fit <- lm(mpg~disp+hp+wt+drat, data=mtcars)

Outliers

# Assessing Outliers 
outlierTest(fit) # Bonferonni p-value for most extreme obs
qqPlot(fit, main="QQ Plot") #qq plot for studentized resid 
leveragePlots(fit) # leverage plots
r/regression_diagnostics.txt · Last modified: 2018/12/16 01:24 by hkimscil

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