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Description In All Likelihood: Statistical Modelling And Inference Using Likelihood

Based on a course in the theory of statistics this text concentrates on what can be achieved using the likelihood/Fisherian method of taking account of uncertainty when studying a statistical problem. It takes the concept ot the likelihood as providing the best methods for unifying the demands of statistical modelling and the theory of inference. Every likelihood concept is illustrated by realistic examples, which are not compromised by computational problems. Examples range from a simile comparison of two accident rates, to complex studies that require generalised linear or semiparametric modelling. The emphasis is that the likelihood is not simply a device to produce an estimate, but an important tool for modelling. The book generally takes an informal approach, where most important results are established using heuristic arguments and motivated with realistic examples. With the currently available computing power, examples are not contrived to allow a closed analytical solution, and the book can concentrate on the statistical aspects of the data modelling. In addition to classical likelihood theory, the book covers many modern topics such as generalized linear models and mixed models, non parametric smoothing, robustness, the Em algorithm and empirical likelihood.

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In All Likelihood Statistical Modelling And Inference ~ In All Likelihood: Statistical Modelling and Inference Using Likelihood - Kindle edition by Pawitan, Yudi. Download it once and read it on your Kindle device, PC, phones or tablets. Use features like bookmarks, note taking and highlighting while reading In All Likelihood: Statistical Modelling and Inference Using Likelihood.

In All Likelihood by Pawitan, Yudi (ebook) ~ In All Likelihood: Statistical Modelling and Inference Using Likelihood by Yudi Pawitan. Based on a course in the theory of statistics this text concentrates on what can be achieved using the likelihood/Fisherian method of taking account of uncertainty when studying a statistical problem.

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[Download Book/PDF] In All Likelihood: Statistical ~ In All Likelihood Statistical Modelling and Inference Using Likelihood the demands of statistical modelling and full and clear This book may be What we will cover •The basis of inference in science In all Likelihood Statistical Modelling and Inference Uses full dimensionality of the problem In addition to classical likelihood theory the book covers many Statistical Modelling and Inference .

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In All Likelihood: Statistical Modelling and Inference ~ The book emphasizes that the likelihood is not simply a device to produce an estimate, but more importantly it is a tool for modeling. The book generally takes an inform This book presents the role of likelihood in a whole range of statistical problems, from a simple comparison of two accident rates to complex studies requiring generalized linear or semiparametric modeling.

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PDF Download In All Likelihood Statistical Modelling And ~ This book introduces likelihood as a unifying concept in statistical modelling and inference. The complete range of concepts and applications are covered, from very simple to very complex studies. It relies on realistic examples, and presents the main results using heuristic rather than formal mathematical arguments.

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Likelihoodist statistics - Wikipedia ~ Likelihoodist statistics or likelihoodism is an approach to statistics that exclusively or primarily uses the likelihood function.Likelihoodist statistics is a more minor school than the main approaches of Bayesian statistics and frequentist statistics, but has some adherents and applications.The central idea of likelihoodism is the likelihood principle: data are interpreted as evidence, and .