CUSUM CONTROL CHART

Name:

CUSUM CONTROL CHART Type:

Graphics Command Purpose:

Generates a cumulative sum (CUSUM) control chart. Description:

This command implements a mean cumulative sum control chart.

There are numerous variations on how cusum control charts are implemented. Dataplot follows the methods discussed by Thomas Ryan in "Statistical Methods for Quality Improvement". Dataplot does the following:

Positive and negative sums are computed as follows:
\( s_{H_i} \) and \( S_{L_i} \) have initial values of 0 and z_i is the z-score of the ith group (that is, the sub-group mean minus the overall mean divided by the standard deviation of the subgroup averages.
Dataplot plots the negative of \( S_{L_i} \) to avoid overlap for the plottting of \( S_{H_i} \) and \( S_{L_i} \). That is, \( S_{H_i} \) is plotted on the positive scale vertically and \( S_{L_i} \) is plotted on the negative scale vertically.
The value of k is set to one half of the smallest shift in location (in standard deviation units) that you want to detect. Dataplot by default selects a 1-sigma shift, that is k = 0.5. To overide this, enter the command
By defauult, Dataplot sets the control limit at a value of 5. That is, if the one of the sums exceeds 5, the process is deemed out of control. To override the default value, enter the command
The value for H is typically between 4 and 5.

In some cases, there may be historical data or engineering considerations that determine the control limits. You can set your own control limits by entering the commands:

where TARGET is the desired target value and USL and LSL are the desired upper and lower control limits.

You can control the appearance of this chart by setting the switches for the LINE, CHARACTER, SPIKE, and BAR commands appropriately. Specifically,

Trace 1 =	the CUSUM statistic for positive sums
Trace 2 =	the CUSUM statistic for negative sums
Trace 3 =	Target reference line (the overall mean)
Trace 4 =	Dataplot calculated upper control limit
Trace 5 =	Dataplot calculated lower control limit
Trace 6 =	User specified target value
Trace 7 =	User specified upper control limit
Trace 8 =	User specified lower control limit

For example, to draw the EWMA values as a solid line and an X, the reference line and the Dataplot calculated control limits as dotted lines, and no user specified control limit, enter the commands:

Syntax:

Examples:

Note:

The cusum technique can be applied to a variety of control chart situations. Currently, Dataplot only supports cusum control charts for the mean. Note:

There are alternative methods for determining control limits for the cusum chart. In particular, the V-mask is a common technique. Dataplot does not support any V-mask techniques at this time. Note:

Using a start value of h/2, where h is described above, is the common recommendation.

FIR cusum control charts are recommended for the case where there may be multiple causes for an out-of-control signal and you want to detect as quickly as possible if the process is still out of control after the process is restarted.

Default:

None Synonyms:

CUSUM CHART is a synonym for CUSUM CONTROL CHART. Related Commands:

CUSUM ARL	= Compute average run length for cusum chart.
XBAR CONTROL CHART	= Generates a mean control chart.
RANGE CONTROL CHART	= Generates a mean control chart.
S CONTROL CHART	= Generates a sd control chart.
EWMA CONTROL CHART	= Generates a ewma control chart.
HOTELLING CONTROL CHART	= Generates a Hotelling control chart.
MOVING AVERAGE CHART	= Generates a moving average control chart.
MOVING RANGE CHART	= Generates a moving range control chart.
MOVING SD CHART	= Generates a moving sd control chart.
C CHART	= Generates a C control chart.
U CHART	= Generates a U control chart.
P CHART	= Generates a P control chart.
NP CHART	= Generates an Np control chart.

Reference:

"Statistical Methods For Quality Improvement", Thomas Ryan, John Wiley and Sons, 1989, pp. 122-124. Applications:

Quality Control Implementation Date:

1998/9 Program: