Q-Q plot
During the interview, you can use a Q-Q plot to support the result of the Shapiro-Wilk test.
A Q-Q plot that compares a certain sample data against the values of a normal distribution helps to assess the normality of the sample visually.
Recall that:
qqplot(x, y)- produces a Q-Q plot of two datasets,qqnorm(x)- produces a Q-Q plot against normal distribution.
The line added by qqline(x) is by default normal.
The cats dataset from the MASS package is available for this exercise.
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Practicing Statistics Interview Questions in R
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