Which of the following is used to measure data distribution in R?
Question
Which of the following is used to measure data distribution in R?
Solution
In R, the measure of data distribution can be achieved using several functions. Here are a few:
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summary(): This function provides a statistical summary of the data including the minimum, 1st quartile, median, mean, 3rd quartile, and maximum. -
mean(): This function calculates the average of the data. -
median(): This function finds the middle value of the data. -
var(): This function calculates the variance of the data. -
sd(): This function calculates the standard deviation of the data. -
range(): This function gives the range of the data. -
quantile(): This function gives the quantiles of the data. -
hist(): This function creates a histogram to visualize the data distribution. -
boxplot(): This function creates a boxplot to visualize the data distribution. -
density(): This function estimates the density of the data.
These functions help in understanding the distribution of the data in R.
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