Statistics in civil engineering
著者
書誌事項
Statistics in civil engineering
（Arnold applications of statistics series）
Arnold , John Wiley & Sons, 1997
- : uk
- : us
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注記
Includes bibliographical references and indexes
内容説明・目次
- 巻冊次
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: uk ISBN 9780340676608
内容説明
Best practice in engineering involves the use of modern statistical techniques. This volume brings these techniques together, and the emphasis is on modelling. The topics include: random number generation, reliability and quality assurance; univariate and multivariate extreme value distributions; regression methods; Bayesian methods; time series analysis; Markov chains and stochastic dynamic programming; variograms and kriging; spectral analysis and wavelets; and design of experiments. The methods are introduced with practical examples, drawn from research and consultancy experience, and the underlying mathematical concepts are clearly explained in an informal manner. Readers are given enough information to write their own programs, but references to useful commercial software are also provided. A brief summary of a typical first course in statistics is included as an appendix.
目次
- Components of variance
- probability distributions
- generalised linear model (GLIM)
- Bayes linear estimator
- modelling variability in space and time
- stochastic control
- design of experiments
- some other techniques.
- 巻冊次
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: us ISBN 9780471194842
内容説明
Statistical methods for the civil engineer. Practical examples clearly explain the underlying mathematical concepts. Readers learn to write their own programs and learn about useful commercial software.Offers examples based on real applications.-- Applies statistical techniques to civil engineering practice.
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