Design and Modeling for Computer Experiments: 6 (Chapman & Hall/CRC Computer Science & Data Analysis) - Tapa dura

Sudjianto, Agus; Fang, Kai-Tai; Li, Runze

 
9781584885467: Design and Modeling for Computer Experiments: 6 (Chapman & Hall/CRC Computer Science & Data Analysis)

Sinopsis

This book blends a modern statistical approach with extensive engineering applications and clearly delineates the steps for successfully modeling a problem and analyzing it to find the solution. It introduces basic concepts, then fully examines computer experiment design. The authors present the popular space-filling designs - like Latin hypercube sampling - including their properties, construction, and generating algorithms. Discussion then moves to the modeling of data from computer experiments. Here the authors present various modeling techniques and discuss model interpretation, including sensitivity analysis. Numerous examples clarify the techniques and their implementation.

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Acerca del autor

Kai-Tai Fang, Runze Li, Agus Sudjianto

"Sobre este título" puede pertenecer a otra edición de este libro.

Otras ediciones populares con el mismo título

9780367578008: Design and Modeling for Computer Experiments (Chapman & Hall/CRC Computer Science & Data Analysis)

Edición Destacada

ISBN 10:  036757800X ISBN 13:  9780367578008
Editorial: Chapman and Hall/CRC, 2020
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