Applied Stochastic Modelling
商品資訊
ISBN13：9781584886662
出版社：Taylor & Francis
作者：Byron J. T. Morgan
出版日：2008/12/02
裝訂／頁數：平裝／345頁
規格：23.5cm*15.2cm*1.9cm (高/寬/厚)
商品簡介
Highlighting modern computational methods, Applied Stochastic Modelling, Second Edition provides students with the practical experience of scientific computing in applied statistics through a range of interesting real-world applications. It also successfully revises standard probability and statistical theory. Along with an updated bibliography and improved figures, this edition offers numerous updates throughout.
New to the Second Edition
- An extended discussion on Bayesian methods
- A large number of new exercises
- A new appendix on computational methods
The book covers both contemporary and classical aspects of statistics, including survival analysis, Kernel density estimation, Markov chain Monte Carlo, hypothesis testing, regression, bootstrap, and generalised linear models. Although the book can be used without reference to computational programs, the author provides the option of using powerful computational tools for stochastic modelling. All of the data sets and MATLABR and R programs found in the text as well as lecture slides and other ancillary material are available for download at www.crcpress.com
Continuing in the bestselling tradition of its predecessor, this textbook remains an excellent resource for teaching students how to fit stochastic models to data.
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