The "describe" function in R Programming (psych package)
A data.frame of the relevant statistics:
item name
item number
number of valid cases
mean
standard deviation
trimmed mean (with trim defaulting to .1)
median (standard or interpolated
mad: median absolute deviation (from the median).
minimum
maximum
skew
kurtosis
standard error
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