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A Course in the Large Sample Theory of Statistical Inference (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover
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This book provides an accessible but rigorous introduction to asymptotic theory in parametric statistical models. The book is based on lecture notes prepared by the first author, subsequently edited, expanded and updated by the second author. Includes a large number of exercises.
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Über die Autorin bzw. den Autor
W. J. (“Jack”) Hall was Professor at the University of Rochester from 1969 to his death in 2012. He was instrumental in founding the graduate program in Statistics. His research interests included decision theory, survival analysis, semiparametric inference and sequential analysis. He worked with medical colleagues to develop innovative statistical designs for clinical trials in cardiology.
David Oakes is Professor and a former department chair at the University of Rochester. His areas of research interests include survival analysis and stochastic processes.
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A Course in the Large Sample Theory of Statistical Inference
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides an accessible but rigorous introduction to asymptotic theory in parametric statistical models. Asymptotic results for estimation and testing are derived using the 'moving alternative' formulation due to R. A. Fisher and L. Le Cam. Later chapters include discussions of linear rank statistics and of chi-squared tests for contingency table analysis, including situations where parameters are estimated from the complete ungrouped data. This book is based on lecture notes prepared by the first author, subsequently edited, expanded and updated by the second author.Key features:Succinct account of the concept of 'asymptotic linearity' and its usesSimplified derivations of the major results, under an assumption of joint asymptotic normalityInclusion of numerical illustrations, practical examples and adviceHighlighting some unexpected consequences of the theoryLarge number of exercises, many with hints to solutionsSome facility with linear algebra and with real analysis including 'epsilon-delta' arguments is required. Concepts and results from measure theory are explained when used. Familiarity with undergraduate probability and statistics including basic concepts of estimation and hypothesis testing is necessary, and experience with applying these concepts to data analysis would be very helpful. 310 pp. Englisch. Bestandsnummer des Verkäufers 9781498726061
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A Course in the Large Sample Theory of Statistical Inference
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Buch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book provides an accessible but rigorous introduction to asymptotic theory in parametric statistical models. Asymptotic results for estimation and testing are derived using the 'moving alternative' formulation due to R. A. Fisher and L. Le Cam. Later chapters include discussions of linear rank statistics and of chi-squared tests for contingency table analysis, including situations where parameters are estimated from the complete ungrouped data. This book is based on lecture notes prepared by the first author, subsequently edited, expanded and updated by the second author.Key features:Succinct account of the concept of 'asymptotic linearity' and its usesSimplified derivations of the major results, under an assumption of joint asymptotic normalityInclusion of numerical illustrations, practical examples and adviceHighlighting some unexpected consequences of the theoryLarge number of exercises, many with hints to solutionsSome facility with linear algebra and with real analysis including 'epsilon-delta' arguments is required. Concepts and results from measure theory are explained when used. Familiarity with undergraduate probability and statistics including basic concepts of estimation and hypothesis testing is necessary, and experience with applying these concepts to data analysis would be very helpful. Bestandsnummer des Verkäufers 9781498726061
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