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Stochastic Modeling of Scientific Data, Second Edition - Peter Guttorp Vladimir Minin Utsolgt

Stochastic Modeling of Scientific Data, Second Edition

; Vladimir Minin

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. Les mer
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Legg i ønskeliste
Vår pris: 1181,-

(Innbundet) Fri frakt!
Leveringstid: Ikke i salg
På grunn av Brexit-tilpasninger og tiltak for å begrense covid-19 kan det dessverre oppstå forsinket levering.

Om boka

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.

Fakta

Innholdsfortegnelse

Stochastic Processes Background. Statistical Preliminaries. Inference for Discrete-Time Markov Chains. Inference for Continuous-Time Markov Chains. Markov Random Fields. Point Processes. Continuous-Time, Continuous-Space Processes. Case Studies.