Chapman & Hall/CRC Texts in Statistical Science- Applied Stochastic Modelling

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  • Engels
  • Hardcover
  • 9781138469693
  • 06 oktober 2017
  • 368 pagina's
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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. This work provides the option of using powerful computational tools for stochastic modelling.



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 MATLAB 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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
06 oktober 2017
Aantal pagina's
368
Illustraties
Nee

Betrokkenen

Hoofdauteur
Byron J.T. Morgan
Hoofduitgeverij
Crc Press

Overige kenmerken

Editie
2
Extra groot lettertype
Nee
Product breedte
178 mm
Product lengte
254 mm
Studieboek
Nee
Verpakking breedte
178 mm
Verpakking hoogte
254 mm
Verpakking lengte
254 mm
Verpakkingsgewicht
453 g

EAN

EAN
9781138469693

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