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interquartile range
range of the middle half of data; based on 4 quartiles
p^th percentile
value where p% falls below p^th percentile and (100-p)% fall above it
median is 50th percentile
lower quartile(Q1)
25th percentile:
separates bottom 25% measurements from the top 75%
median of measurements that fall below overall median
upper quartile(Q3)
75th percentile:
separates top of 25% from the bottom 75%
median of measurements that fall above overall median
IQR Formula
is not affected by the outlier
small: clustered around center
large: scattered from center
five number summary
set of measurements:
minimum
Q1
median(M)
Q3
maximum
Boxplot
shows the center, spread, and symmetry/skewness at the same time; useful for comparing groups
boxplot properties
symmetric distribution: median line in center of box and whiskers of equal length
skewed right: median line left of center and long right whisker
skewed left: median line right of center and long left whisker
time plot
plots each observation against the time at which it was measured