Example of Quantiles and Measures of Location

The UNIVARIATE Procedure

Variable: X

Moments
N	1000	Sum Weights	1000
Mean	7.605	Sum Observations	7605
Std Deviation	7.38169794	Variance	54.4894645
Skewness	2.73038523	Kurtosis	11.1870588
Uncorrected SS	112271	Corrected SS	54434.975
Coeff Variation	97.0637467	Std Error Mean	0.23342978

Basic Statistical Measures
Location		Variability
Mean	7.605000	Std Deviation	7.38170
Median	5.000000	Variance	54.48946
Mode	3.000000	Range	62.00000
		Interquartile Range	6.00000

Tests for Location: Mu0=0
Test	Statistic		p Value
Student's t	t	32.57939	Pr > |t|	<.0001
Sign	M	494.5	Pr >= |M|	<.0001
Signed Rank	S	244777.5	Pr >= |S|	<.0001

Quantiles (Definition 5)
Quantile	Estimate
100% Max	62.0
99%	37.5
95%	21.5
90%	16.0
75% Q3	9.0
50% Median	5.0
25% Q1	3.0
10%	2.0
5%	1.0
1%	0.0
0% Min	0.0