Stochastic Modeling of Scientific Data, Second Edition
Peter Guttorp author Vladimir Minin author
Format:Hardback
Publisher:Taylor & Francis Inc
Publishing:30th Apr '25
£69.99
This title is due to be published on 30th April, and will be despatched as soon as possible.
Accessible to any scientist or student with a reasonable background in statistics, this updated book presents a unique blend of stochastic process theory, statistical inference, and scientific applications of stochastic modeling of scientific data. With an emphasis on real data applications, this second edition covers the numerous developments in methodology and computation since the original publication. It provides a more balanced treatment of Bayesian approaches to statistical inference and includes more recent scientific example problems that involve the statistical analysis of stochastic models.
Praise for the First Edition:The author's lucid presentation of his material, together with this very great number of applications from life sciences, make this an excellent buy … .
—Biometrics
When it comes to introducing Markov chains, everyone talks about the weather but nobody does anything about getting real data. In this book, though, we get not only the pattern of rainfall in Snoqualmie Falls, Washington, but wind directions in South Africa, and interarrival times of cyclones in the bay of Bengal. The objecive is to provide an introduction to stochastic processes suited to those who while not necessarily shy of mathematics, are primarily interested in problems with the flavor of real life … still, even hard-bitten mathematical probabilists may find new insights in this insistently realistic approach.
—Zentralblatt fur Mathematik
ISBN: 9781439875643
Dimensions: unknown
Weight: unknown
384 pages
2nd edition