PROC CAPABILITY and General Statements
| Overview: CAPABILITY Procedure |
This chapter describes several statements that are generally used with the CAPABILITY procedure:
The PROC CAPABILITY statement is required to invoke the CAPABILITY procedure. You can use this statement by itself to compute summary statistics.
The VAR statement, which is optional, specifies the variables in the input data set that are to be analyzed. By default, all of the numeric variables are analyzed.
The CLASS statement, which is optional, specifies one or two variables that group the data into classification levels. A separate analysis is carried out for each combination of levels, and you can use the CLASS statement with plot statements (such as HISTOGRAM) to create comparative displays. 1
The SPEC statement, which is optional, provides specification limits for the variables that are to be analyzed. When you use a SPEC statement, the procedure computes process capability indices in addition to summary statistics. Furthermore, the specification limits are displayed in plots created with plot statements that are described in subsequent chapters.
You can use the PROC CAPABILITY statement to request a variety of statistics for summarizing the data distribution of each analysis variable:
sample moments
basic measures of location and variability
confidence intervals for the mean, standard deviation, and variance
tests for location
tests for normality
trimmed and Winsorized means
robust estimates of scale
quantiles and related confidence intervals
extreme observations and extreme values
frequency counts for observations
missing values
You can use the PROC CAPABILITY and SPEC statements together to request a variety of statistics for process capability analysis:
percents of measurements within and outside specification limits
confidence intervals for the probabilities of exceeding the specification limits
standard capability indices and related confidence intervals
tests of normality in conjunction with capability indices
specialized capability indices
In addition, you can use options in the PROC CAPABILITY statement to
specify the input data set to be analyzed
specify an input data set containing specification limits
specify a graphics catalog for saving traditional graphics output
specify rounding units for variable values
specify the definition used to calculate percentiles
specify the divisor used to calculate variances and standard deviations
request legacy line printer plots and define special printing characters used for features
suppress tables
You can use options in the SPEC statement to
provide lower and upper specification limits and target values
control the appearance of specification lines on plots
control the appearance of the areas under a histogram outside the specification limits