Principles of Statistical Inference from a Neo-Fisherian Perspective by Luigi Pa

Description: Principles of Statistical Inference from a Neo-Fisherian Perspective by Luigi Pace In this book, an integrated introduction to the statistical inference is provided from a frequentist likelihood-based viewpoint. Classical results are presented together with recent developments largely built upon ideas due to R.A. Fisher. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description In this book, an integrated introduction to the statistical inference is provided from a frequentist likelihood-based viewpoint. Classical results are presented together with recent developments largely built upon ideas due to R.A. Fisher. After a unified review of background material (statistical methods, likelihood, data reductions, first-order asymptotics) and inference in the presence of nuisance parameters (including pseufo-likelihoods), a self-contained introduction is given to exponential families, exponential dispersion models, generalized linear models, and group families. Finally, basic results of higher-order asymptotics are introduced (index notation, asymptotic expansions for statistics and distributions, and major applications to likelihood inference). The emphasis is more on general concepts and methods than on regularity conditions. Many examples are given for specific statistical models. Each chapter is supplemented with exercises, problems and bibliographic notes. This volume can serve as a textbook in intermediate-level undergraduate courses. Table of Contents Statistical models; data and model reduction; survey of basic concepts and techniques; survey of basic concepts and techniques; pseudo-likelihoods; exponential families; exponential dispersion families; group families; asymptotic methods; asymptotic expansions for statistics; asymptotic expansions for distributions; likelihood and higher-order asymptotics. Appendices: convergence of suns; extreme value theory; basic terminology; frequency-decision and Fisherian paradigms. Details ISBN9810230664 Author Luigi Pace Publisher World Scientific Publishing Company Language English ISBN-10 9810230664 ISBN-13 9789810230661 Media Book Format Hardcover DEWEY 519.5 Series Number 0004 Year 1997 Publication Date 1997-01-31 Imprint World Scientific Publishing Co Pte Ltd Place of Publication Singapore Country of Publication Singapore Illustrations Illustrations Short Title PRINCIPLES OF STATISTICAL INFE Series Advanced Series on Statistical Science and Applied Probability Pages 556 Affiliation Univ Of Padova, Italy DOI 10.1604/9789810230661 Audience College/Higher Education UK Release Date 1997-08-05 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:130177375;

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