Systems and methods for multidimensional dynamic part average testing
AssigneeAdvantest Corporation
InventorsKenneth Butler, Ira Leventhal, Constantinos Xanthopoulos, Alan Hart, Brian Buras, Keith Schaub
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AssigneeAdvantest Corporation
InventorsKenneth Butler, Ira Leventhal, Constantinos Xanthopoulos, Alan Hart, Brian Buras, Keith Schaub
Estimating the term…
Embodiments of the present invention provide systems and methods for multidimensional parts average testing for testing devices and analyzing testing results to detect outliers according to embodiments of the present invention. The testing can include calculating multivariate (e.g., bivariate) statistics using delta measurements of like devices, a ratio of measurements, or principal component analysis that identifies eigenvectors and eigenvalues to define meta parameters, for example. Raw test result data can be converted to residual space and robust regression can be performed to prevent outlier results from influencing regression, thereby reducing overkill advantageously.
A method of dynamic parts average testing, the method comprising:
An apparatus for performing dynamic parts average testing, the apparatus comprising:
One or more non-transitory computer-readable medium comprising program instructions stored thereon that are executable by one or more processors to implement a method comprising:
Dependencies are inferred from the claim text.