The MVPMONITOR Procedure

Output Data Sets

OUTHISTORY= Data Set

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 13.7.

Table 13.7: Computed Variables in the OUT= Data Set

Variable

Description

Prin1–Prinj

Principal component scores

R_$var1$–R_$varp$

Residuals

_NOBS_

Number of observations used in the analysis

_SPE_

Squared prediction error (SPE)

_TSQUARE_

$T^2$ 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.

OUTTABLE= Data Set

You can save multivariate control chart statistics, control limits, and related information by specifying the OUTTABLE= option in an SPECHART or TSQUARECHART statement. An OUTTABLE= data set contains the variables listed in Table 13.8.

Table 13.8: Variables in an OUTTABLE= Data Set

Variable

Description

_ALPHA_

Probability ($\alpha $) of exceeding control limits

_EXLIM_

Flag to indicate control limit was exceeded

_LCL_

Lower control limit

_MEDIAN_

Center line

_SPE_

Squared prediction error (SPE) statistic (SPECHART statement only)

time

TIME variable, if specified

_TSQUARE_

$T^2$ statistic (TSQUARECHART statement only)

_UCL_

Upper control limit