Bayesian Probability Theory: Applications in the Physical Sciences: Applications in the Physical Sciences

    Publikation: Buch/Bericht/KonferenzbandBuch (Autorenwerk)

    Abstract

    From the basics to the forefront of modern research, this book presents all aspects of probability theory, statistics and data analysis from a Bayesian perspective for physicists and engineers. The book presents the roots, applications and numerical implementation of probability theory, and covers advanced topics such as maximum entropy distributions, stochastic processes, parameter estimation, model selection, hypothesis testing and experimental design. In addition, it explores state-of-the art numerical techniques required to solve demanding real-world problems. The book is ideal for students and researchers in physical sciences and engineering.
    Originalspracheenglisch
    VerlagCambridge University Press
    Seitenumfang637
    ISBN (elektronisch)9781139565608
    ISBN (Print)9781107035904
    DOIs
    PublikationsstatusVeröffentlicht - 1 Jun 2014

    ASJC Scopus subject areas

    • !!Physics and Astronomy(all)

    Fingerprint

    Untersuchen Sie die Forschungsthemen von „Bayesian Probability Theory: Applications in the Physical Sciences: Applications in the Physical Sciences“. Zusammen bilden sie einen einzigartigen Fingerprint.

    Dieses zitieren