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Analytic Methods in Systems and Software Testing (Hardcover)
Loot Price: R1,888
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Analytic Methods in Systems and Software Testing (Hardcover)
Expected to ship within 12 - 17 working days
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A comprehensive treatment of systems and software testing using
state of the art methods and tools This book provides valuable
insights into state of the art software testing methods and
explains, with examples, the statistical and analytic methods used
in this field. Numerous examples are used to provide understanding
in applying these methods to real-world problems. Leading
authorities in applied statistics, computer science, and software
engineering present state-of-the-art methods addressing challenges
faced by practitioners and researchers involved in system and
software testing. Methods include: machine learning, Bayesian
methods, graphical models, experimental design, generalized
regression, and reliability modeling. Analytic Methods in Systems
and Software Testing presents its comprehensive collection of
methods in four parts: Part I: Testing Concepts and Methods; Part
II: Statistical Models; Part III: Testing Infrastructures; and Part
IV: Testing Applications. It seeks to maintain a focus on analytic
methods, while at the same time offering a contextual landscape of
modern engineering, in order to introduce related statistical and
probabilistic models used in this domain. This makes the book an
incredibly useful tool, offering interesting insights on challenges
in the field for researchers and practitioners alike. Compiles
cutting-edge methods and examples of analytical approaches to
systems and software testing from leading authorities in applied
statistics, computer science, and software engineering Combines
methods and examples focused on the analytic aspects of systems and
software testing Covers logistic regression, machine learning,
Bayesian methods, graphical models, experimental design,
generalized regression, and reliability models Written by leading
researchers and practitioners in the field, from diverse
backgrounds including research, business, government, and
consulting Stimulates research at the theoretical and practical
level Analytic Methods in Systems and Software Testing is an
excellent advanced reference directed toward industrial and
academic readers whose work in systems and software development
approaches or surpasses existing frontiers of testing and
validation procedures. It will also be valuable to post-graduate
students in computer science and mathematics.
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