Bootstrap Methods and their Application

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9780521574716: Bootstrap Methods and their Application

Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. This 1997 book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. S-Plus programs for implementing the methods described in the text are available from the supporting website.

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Recensione:

'… an extremely readable book. I would have no hestitation in recommending it as the most useful reference available for people wishing to learn or teach this subject. Certainly, this book is an essential addition to any library for those who use, or wish to use, bootstrap methodology.' Stephen Brooks, Royal Statistical Society Bulletin

'This book gives a broad and up-to-date coverage of bootstrap methods with numerous applied examples, together with the underlying general concepts developed in a coherent way.' L'Enseignment Mathématique

'Davison and Hinkley's book covers a remarkably broad range of bootstrap topics … The authors have put considerable thought and time into their exposition. For learning how and when to bootstrap, there is no better start. Metrika

' … this is a timely, comprehensive and well presented text on the bootstrap, which I recommend to statistical practitioners, researchers and students alike.' James Carpenter, London School of Hygiene and Tropical Medicine

' … the authors provide a comprehensive and extremely readable overview of the current state of art in bootstrap methodology … I strongly recommend this book … this book should be part of your library.' Berwin A. Turlach, Journal of Applied Statistics

'We recommend this book most highly. It made us stop and think regularly and contributed tremendously to our understanding of the bootstrap. It is an excellent book for professors, students, practitioners, and researchers alike.' Journal of American Statistical Association

'The coverage is comprehensive, making the book very useful … The book is well written and is at a level which ensures its usefulness for a wide range of readers.' C. J. Field

Descrizione del libro:

Bootstrap methods enable fairly sophisticated statistical calculations to be done by computer simulation. The range of application is broad: from biology and medicine through to econometrics and finance. Compared with other treatments, applications are thoroughly covered in this 1997 book, with an emphasis on practical implementation. Computer code is available on the supporting website.

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1.

A. C. Davison, D. V. Hinkley, R. Gill, Brian D. Ripley, S. Ross
Editore: Cambridge University Press
ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro Cambridge University Press. Paperback. Condizione libro: new. BRAND NEW PRINT ON DEMAND., Bootstrap Methods and their Application, A. C. Davison, D. V. Hinkley, R. Gill, Brian D. Ripley, S. Ross, Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. This 1997 book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. S-Plus programs for implementing the methods described in the text are available from the supporting website. Codice libro della libreria B9780521574716

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Davison, A. C.; Hinkley, D. V.
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ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro Cambridge University Press. PAPERBACK. Condizione libro: New. 0521574714 This is a trade paperback. Codice libro della libreria 278.JK6

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A. C. Davison, D. V. Hinkley
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 1997. Paperback. Condizione libro: New. 250 x 176 mm. Language: English . Brand New Book ***** Print on Demand *****. Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. This 1997 book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. S-Plus programs for implementing the methods described in the text are available from the supporting website. Codice libro della libreria AAV9780521574716

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A. C. Davison, D. V. Hinkley
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (1997)
ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 1997. Paperback. Condizione libro: New. 250 x 176 mm. Language: English . Brand New Book ***** Print on Demand *****.Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. This 1997 book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. S-Plus programs for implementing the methods described in the text are available from the supporting website. Codice libro della libreria AAV9780521574716

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Davison, A. C.
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Descrizione libro Cambridge University Press, 1997. PAP. Condizione libro: New. New Book. Delivered from our UK warehouse in 3 to 5 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice libro della libreria LQ-9780521574716

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A. C. Davison/ D. V. Hinkley
Editore: Cambridge Univ Pr (1997)
ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro Cambridge Univ Pr, 1997. Paperback. Condizione libro: Brand New. 1st edition. 592 pages. 10.25x0.70x1.25 inches. In Stock. Codice libro della libreria __0521574714

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Davison, A. C.
Editore: Cambridge University Press (2016)
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Descrizione libro Cambridge University Press, 2016. Paperback. Condizione libro: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Codice libro della libreria ria9780521574716_lsuk

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Davison, A. C.
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Descrizione libro Cambridge University Press, 1997. PAP. Condizione libro: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice libro della libreria I2-9780521574716

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A. C. DAVISON , D. V. HINKLEY
ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro 1997. Paperback. Condizione libro: NEW. 9780521574716 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0463993

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A. C. Davison,D. V. Hinkley
Editore: Cambridge University Press 1997-10-28 (1997)
ISBN 10: 0521574714 ISBN 13: 9780521574716
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Descrizione libro Cambridge University Press 1997-10-28, 1997. Condizione libro: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Codice libro della libreria NU-ING-00935432

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