The OUTHISTORY= data set contains all the variables in the input data set plus new variables that contain the principal component scores, residuals, and other computed values listed in Table 13.10.
Table 13.10: Computed Variables in the OUTHISTORY= Data Set
Variable |
Description |
---|---|
Prin1–Prinj |
Principal component scores |
R_–R_ |
Residuals |
_NOBS_ |
Number of observations used in the analysis |
_SPE_ |
Squared prediction error (SPE) |
_TSQUARE_ |
statistic computed from principal component scores |
The names of the score variables are formed by concatenating the value given by the PREFIX= option (or the default Prin
, if PREFIX= is not specified) and the numbers 1, 2, …, j, where j is the number of principal components in the model.
The names of the residual variables are formed by concatenating the value given by the RPREFIX= option (or the default R_
, if RPREFIX= is not specified) and the names of the process variables used in the analysis. Residual variables are created
only when the number of principal components in the model is less than the number of process measurement variables in the
input data set.
You can save control chart statistics, control limits, and related information by specifying the OUTTABLE= option in a SCORECHART, SPECHART, or TSQUARECHART statement. Each chart statement produces OUTTABLE= data sets containing different variables. Table 13.11, Table 13.12, and Table 13.13 list the variables that are contained in the three types of TABLE= data set.
Table 13.11: Score Chart OUTTABLE= Data Set Variables
Variable |
Description |
---|---|
|
Principal component number |
|
Flag to indicate control limit was exceeded |
|
Lower control limit |
|
Center line |
|
Principal component score |
series |
SERIES variable, if specified |
|
Multiple of score standard deviation used to compute control limits |
time |
TIME variable, if specified |
|
Upper control limit |
Table 13.12: SPE Chart OUTTABLE= Data Set Variables
Variable |
Description |
---|---|
|
Probability () of exceeding control limits |
|
Flag to indicate control limit was exceeded |
|
Lower control limit |
|
Center line |
residuals |
Residual variables |
series |
SERIES variable, if specified |
|
Squared prediction error (SPE) statistic |
time |
TIME variable, if specified |
|
Upper control limit |
Table 13.13: Chart OUTTABLE= Data Set Variables
Variable |
Description |
---|---|
|
Probability () of exceeding control limits |
|
Flag to indicate control limit was exceeded |
|
Lower control limit |
|
Center line |
residuals |
Residual variables |
series |
SERIES variable, if specified |
time |
TIME variable, if specified |
|
statistic |
|
Upper control limit |