The goal of this book is to carefully define and derive the
statistical relationships relevant to the errors that do and can
occur in measurement systems. The emphasis is on test systems
employed in manufacturing. However, the statistical techniques
presented are general and can be applied to any field of science,
engineering, or any field which employs the mathematics of
statistics to gather and analyze information.
As will be explained throughout this book, knowing the
statistics of measurement error for test equipment will allow us to
know and improve test accuracy and precision, which in turn, will
allow us to greatly improve: Product Quality, Test Productivity,
and Product Yields.
The center of this work is the "Test Capability Study" this is a
spreadsheet based analysis that can quickly be set up and give an
estimate of the overall uncertainty of a measurement based on a
sampling of test systems or test configurations. The "Test
Capability Study" is a streamlined and more efficient form of the
"Gage R & R Study."
Also covered is the "Propagation of Errors" (POE) analysis to
first and second order. The first order POE is commonly treated in
many fine books, but the second order POE is rarely treated. For
those familiar with first order POE I think you will find it a real
treat to study the second order POE as it will help you get a
deeper and more accurate understanding of POE.
As well as treating measurement errors, second order POE can
accurately analyze variation contributions to product distributions
as well as other variations in physical systems that can be defined
mathematically.
General
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