Table 5.52 lists all keywords available in the OUTPUT statement grouped by type. Formulas for selected statistics are given in the section Details: CAPABILITY Procedure.
Keyword |
Description |
---|---|
Descriptive Statistics |
|
CSS |
sum of squares corrected for the mean |
CV |
percent coefficient of variation |
KURTOSIS | KURT |
kurtosis |
MAX |
largest (maximum) value |
MEAN |
mean |
MIN |
smallest (minimum) value |
MODE |
most frequent value (if not unique, the smallest mode) |
N |
number of observations on which calculations are based |
NMISS |
number of missing values |
NOBS |
number of observations |
RANGE |
range |
SKEWNESS | SKEW |
skewness |
STD | STDDEV |
standard deviation |
STDMEAN | STDERR |
standard error of the mean |
SUM |
sum |
SUMWGT |
sum of weights |
USS |
uncorrected sum of squares |
VAR |
variance |
Quantile Statistics |
|
MEDIAN | P50 | Q2 |
median (th percentile) |
P1 |
st percentile |
P5 |
th percentile |
P10 |
th percentile |
P90 |
th percentile |
P95 |
th percentile |
P99 |
th percentile |
Q1 | P25 |
lower quartile (th percentile) |
Q3 | P75 |
upper quartile (th percentile) |
QRANGE |
interquartile range (Q3Q1) |
Robust Statistics |
|
GINI |
Gini’s mean difference |
MAD |
median absolute difference |
QN |
2nd variation of median absolute difference |
SN |
1st variation of median absolute difference |
STD_GINI |
standard deviation for Gini’s mean difference |
STD_MAD |
standard deviation for median absolute difference |
STD_QN |
standard deviation for the second variation of the median absolute difference |
STD_QRANGE |
estimate of the standard deviation, based on interquartile range |
STD_SN |
standard deviation for the first variation of the median absolute difference |
Hypothesis Test Statistics |
|
MSIGN |
sign statistic |
NORMAL |
test statistic for normality. If the sample size is less than or equal to 2000, this is the Shapiro-Wilk statistic. Otherwise, it is the Kolmogorov statistic. |
PNORMAL | PROBN |
-value for normality test |
PROBM |
probability of a greater absolute value for the sign statistic |
PROBS |
probability of a greater absolute value for the signed rank statistic |
PROBT |
two-tailed -value for Student’s statistic with degrees of freedom |
SIGNRANK |
signed rank statistic |
T |
Student’s statistic to test the null hypothesis that the population mean is equal to |
Specification Limits and Related Statistics |
|
LSL |
lower specification limit |
PCTGTR |
percent of nonmissing observations greater than |
the upper specification limit |
|
PCTLSS |
percent of nonmissing observations less than |
the lower specification limit |
|
TARGET |
target value |
USL |
upper specification limit |
Capability Indices and Related Statistics |
|
CP |
capability index |
CPLCL |
lower confidence limit for |
CPUCL |
upper confidence limit for |
CPK |
capability index (also denoted CPK) |
CPKLCL |
lower confidence limit for |
CPKUCL |
upper confidence limit for |
CPL |
capability index CPL |
CPLLCL |
lower confidence limit for |
CPLUCL |
upper confidence limit for |
CPM |
capability index |
CPMLCL |
lower confidence limit for |
CPMUCL |
upper confidence limit for |
CPU |
capability index CPU |
CPULCL |
lower confidence limit for |
CPUUCL |
upper confidence limit for |
K |
capability index (also denoted ) |