Applied Statistical Inference: Likelihood and Bayes by Leonhard Held,Daniel Sabanés Bové PDF

By Leonhard Held,Daniel Sabanés Bové

ISBN-10: 3642378862

ISBN-13: 9783642378867

This e-book covers glossy statistical inference in keeping with chance with functions in drugs, epidemiology and biology. introductory chapters talk about the significance of statistical versions in utilized quantitative examine and the important position of the chance functionality. the remainder of the publication is split into 3 elements. the 1st describes likelihood-based inference from a frequentist viewpoint.  houses of the utmost probability estimate, the rating functionality, the chance ratio and the Wald statistic are mentioned intimately. within the moment half, chances are mixed with past details to accomplish Bayesian inference. subject matters comprise Bayesian updating, conjugate and reference priors, Bayesian element and period estimates, Bayesian asymptotics and empirical Bayes tools. glossy numerical options for Bayesian inference are defined in a separate bankruptcy. eventually extra complicated issues, version selection and prediction, are mentioned either from a frequentist and a Bayesian perspective.

 

A accomplished appendix covers the mandatory necessities in likelihood idea, matrix algebra, mathematical calculus, and numerical analysis.

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Applied Statistical Inference: Likelihood and Bayes by Leonhard Held,Daniel Sabanés Bové


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