In All Likelihood PDF Download
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Author | : Yudi Pawitan |
Publisher | : OUP Oxford |
Total Pages | : 626 |
Release | : 2013-01-17 |
Genre | : Mathematics |
ISBN | : 0191650587 |
Download In All Likelihood Book in PDF, ePub and Kindle
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.
Author | : Yudi Pawitan |
Publisher | : Oxford University Press, USA |
Total Pages | : 544 |
Release | : 2013-01-17 |
Genre | : Business & Economics |
ISBN | : 0199671222 |
Download In All Likelihood Book in PDF, ePub and Kindle
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.
Author | : Richard Von Mises |
Publisher | : Courier Corporation |
Total Pages | : 273 |
Release | : 1981-01-01 |
Genre | : Mathematics |
ISBN | : 0486242145 |
Download Probability, Statistics, and Truth Book in PDF, ePub and Kindle
This comprehensive study of probability considers the approaches of Pascal, Laplace, Poisson, and others. It also discusses Laws of Large Numbers, the theory of errors, and other relevant topics.
Author | : James O. Berger |
Publisher | : IMS |
Total Pages | : 266 |
Release | : 1988 |
Genre | : Mathematics |
ISBN | : 9780940600133 |
Download The Likelihood Principle Book in PDF, ePub and Kindle
Author | : Art B. Owen |
Publisher | : CRC Press |
Total Pages | : 322 |
Release | : 2001-05-18 |
Genre | : Mathematics |
ISBN | : 1420036157 |
Download Empirical Likelihood Book in PDF, ePub and Kindle
Empirical likelihood provides inferences whose validity does not depend on specifying a parametric model for the data. Because it uses a likelihood, the method has certain inherent advantages over resampling methods: it uses the data to determine the shape of the confidence regions, and it makes it easy to combined data from multiple sources. It al
Author | : Tore Schweder |
Publisher | : Cambridge University Press |
Total Pages | : 521 |
Release | : 2016-02-24 |
Genre | : Business & Economics |
ISBN | : 0521861608 |
Download Confidence, Likelihood, Probability Book in PDF, ePub and Kindle
This is the first book to develop a methodology of confidence distributions, with a lively mix of theory, illustrations, applications and exercises.
Author | : Michael D. Ward |
Publisher | : Cambridge University Press |
Total Pages | : 327 |
Release | : 2018-11-22 |
Genre | : Political Science |
ISBN | : 1107185823 |
Download Maximum Likelihood for Social Science Book in PDF, ePub and Kindle
Practical, example-driven introduction to maximum likelihood for the social sciences. Emphasizes computation in R, model selection and interpretation.
Author | : |
Publisher | : |
Total Pages | : 1166 |
Release | : 1928 |
Genre | : Law |
ISBN | : |
Download Judicial and Statutory Definitions of Words and Phrases Book in PDF, ePub and Kindle
Author | : Richard Royall |
Publisher | : Routledge |
Total Pages | : 212 |
Release | : 2017-11-22 |
Genre | : Mathematics |
ISBN | : 1351414550 |
Download Statistical Evidence Book in PDF, ePub and Kindle
Interpreting statistical data as evidence, Statistical Evidence: A Likelihood Paradigm focuses on the law of likelihood, fundamental to solving many of the problems associated with interpreting data in this way. Statistics has long neglected this principle, resulting in a seriously defective methodology. This book redresses the balance, explaining why science has clung to a defective methodology despite its well-known defects. After examining the strengths and weaknesses of the work of Neyman and Pearson and the Fisher paradigm, the author proposes an alternative paradigm which provides, in the law of likelihood, the explicit concept of evidence missing from the other paradigms. At the same time, this new paradigm retains the elements of objective measurement and control of the frequency of misleading results, features which made the old paradigms so important to science. The likelihood paradigm leads to statistical methods that have a compelling rationale and an elegant simplicity, no longer forcing the reader to choose between frequentist and Bayesian statistics.
Author | : Gary King |
Publisher | : University of Michigan Press |
Total Pages | : 290 |
Release | : 1998-06-24 |
Genre | : Mathematics |
ISBN | : 9780472085545 |
Download Unifying Political Methodology Book in PDF, ePub and Kindle
DIVArgues that likelihood theory is a unifying approach to statistical modeling in political science /div