This book and companion DVD provide a comprehensive set of modeling methods for data and uncertainty analysis, taking readers beyond mainstream methods described in standard texts. The emphasis throughout is on various techniques having a broad range of real-world applications.
Developed in the work are methods and computational tools to address general models that arise in practice, allowing for a more valid treatment of calibration and test data. The companion DVD contains tutorials, sample code, and software packages with demonstrations, enabling readers to test and use tools presented in the book.
The book may be used as a textbook in graduate courses on data modeling and computational methods, or as a training manual in the fields of calibration and testing. The work may also serve as a reference for metrologists, mathematicians, statisticians, software engineers, chemists, and other practitioners with a general interest in measurement science.