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What Is a Test Strategy?  49


                         Scatter diagram
           55^
                                                           X
           50 H
        OT


       Q 35
        ® 30
           25
       -Q
        O

       CD
           10




              1       2      3       4       5      6       7
                 Weeks since pick-and-place calibration

 Figure 1-17  A scatter diagram can demonstrate the interdependence among process
 variables. This example charts the relationship between the number of bent or broken 1C
 legs and the length of time since the last pick-and-place machine maintenance. (Oakland,
 John S., and Roy F. Followell. 1990. Statistical Process Control—A Practical Guide, 2nd
 ed., Heinemann-Newnes, Oxford.)



 so much more often than the others will provide the best quality improvement for
 the expended effort.
    A scatter diagram like Figure 1-17 can demonstrate interdependence among
 process variables. This example charts the relationship between the number of bent
 or broken 1C legs on through-hole boards against the length of time since the last
 scheduled or unscheduled maintenance on pick-and-place machines. Manufactur-
 ing and test engineers decide how many of this type of fault they will tolerate.
 Based on that fact and the diagram, they decide on an appropriate preventive-main-
 tenance and calibration schedule.
    Control charts, such as Figure 1-18, show process behavior over time. Unlike
 histograms, which group like occurrences together, control charts indicate each
 event, allowing engineers to observe whether process parameters are drifting out
 of control
    In both Figure 1-18a and Figure 1-18b, the inner dashed lines represent limits
 outside of which the process may be getting out of control but the product still
 works. The outer lines delineate product failures. Engineers must decide for each
 process how many failures or out-of-control values constitute sufficient reason to
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