Bayesian Ideas and Data Analysis – read online – 9781439803547

Inicio Foros Referencias Bayesian Ideas and Data Analysis – read online – 9781439803547

  • Este debate está vacío.
Viendo 1 entrada (de un total de 1)
  • Autor
    Entradas
  • #1587 Responder
    Cherie Haralson
    Invitado

    Bayesian Ideas and Data Analysis
    An Introduction for Scientists and Statisticians

    by Ronald Christensen, Wesley O. Johnson, Adam J. Branscum, Timothy E. Hanson

    🔥 Bayesian Ideas and Data Analysis : Click Here 🔥

    • Publisher: CRC Press
    • Author: Ronald Christensen, Wesley O. Johnson, Adam J. Branscum, Timothy E. Hanson
    • Format: hardcover, 498 pages
    • Language: english
    • Release date: July 6, 2010
    • ISBN: 9781439803547 (1439803544)

    About The Book

    Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The WinBUGS code provided offers a convenient platform to model and analyze a wide range of data.

    The first five chapters of the book contain core material that spans basic Bayesian ideas, calculations, and inference, including modeling one and two sample data from traditional sampling models. The text then covers Monte Carlo methods, such as Markov chain Monte Carlo (MCMC) simulation. After discussing linear structures in regression, it presents binomial regression, normal regression, analysis of variance, and Poisson regression, before extending these methods to handle correlated data. The authors also examine survival analysis and binary diagnostic testing. A complementary chapter on diagnostic testing for continuous outcomes is available on the book’s website. The last chapter on nonparametric inference explores density estimation and flexible regression modeling of mean functions.

    The appropriate statistical analysis of data involves a collaborative effort between scientists and statisticians. Exemplifying this approach, Bayesian Ideas and Data Analysis focuses on the necessary tools and concepts for modeling and analyzing scientific data.

    Data sets and codes are provided on a supplemental website.

    PDF book Bayesian Ideas and Data Analysis Ronald Christensen. Hardback Bayesian Ideas and Data Analysis read online for iPhone on Amazon. TXT ebook Bayesian Ideas and Data Analysis by Ronald Christensen buy cheap on Mac. EPUB Bayesian Ideas and Data Analysis download on Books-a-Million. FB2 ebook Bayesian Ideas and Data Analysis.

    MP3 book Bayesian Ideas and Data Analysis by Ronald Christensen download PocketBook on Walmart. Online Bayesian Ideas and Data Analysis read on PC on Kobo. MOBI book Bayesian Ideas and Data Analysis Ronald Christensen buy. Hardcover ebook Bayesian Ideas and Data Analysis by Ronald Christensen read for iPad on Audible. FictionBook ebook Bayesian Ideas and Data Analysis buy.

    Paperback book Bayesian Ideas and Data Analysis Ronald Christensen download reader on Booktopia. Paperback Bayesian Ideas and Data Analysis. Online book Bayesian Ideas and Data Analysis by Ronald Christensen buy cheap for Android on Powells. TXT Bayesian Ideas and Data Analysis download. FB2 ebook Bayesian Ideas and Data Analysis read online on Kindle on Book Depository.

Viendo 1 entrada (de un total de 1)
Respuesta a: Bayesian Ideas and Data Analysis – read online – 9781439803547
Tu información: