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Published by Springer, Springer Vieweg, 2021
ISBN 10: 3662607948 ISBN 13: 9783662607947
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This richly illustrated textbook covers modern statistical methods with applications in medicine, epidemiology and biology. Firstly, it discusses the importance of statistical models in applied quantitative research and the central role of the likelihood function, describing likelihood-based inference from a frequentist viewpoint, and exploring the properties of the maximum likelihood estimate, the score function, the likelihood ratio and the Wald statistic. In the second part of the book, likelihood is combined with prior information to perform Bayesian inference. Topics include Bayesian updating, conjugate and reference priors, Bayesian point and interval estimates, Bayesian asymptotics and empirical Bayes methods. It includes a separate chapter on modern numerical techniques for Bayesian inference, and also addresses advanced topics, such as model choice and prediction from frequentist and Bayesian perspectives. This revised edition of the book 'Applied Statistical Inference' has been expanded to include new material onMarkov models for time series analysis. It also features a comprehensive appendix covering the prerequisites in probability theory, matrix algebra, mathematical calculus, and numerical analysis, and each chapter is complemented by exercises.The text is primarily intended for graduate statistics and biostatistics students with an interest in applications.
Taschenbuch. Condition: Neu. Likelihood and Bayesian Inference | With Applications in Biology and Medicine | Leonhard Held (u. a.) | Taschenbuch | xiii | Englisch | 2021 | Springer | EAN 9783662607947 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Language: English
Published by Springer Berlin Heidelberg, 2021
ISBN 10: 3662607948 ISBN 13: 9783662607947
Seller: moluna, Greven, Germany
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Offers an easily accessible and comprehensive introduction to model-based statistical inferenceProvides real-world applications in biology, medicine and epidemiology with programming examples in the open-source software RIncludes exe.
Language: English
Published by Springer Berlin Heidelberg, 2020
ISBN 10: 3662607913 ISBN 13: 9783662607916
Seller: moluna, Greven, Germany
Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Offers an easily accessible and comprehensive introduction to model-based statistical inferenceProvides real-world applications in biology, medicine and epidemiology with programming examples in the open-source software RIncludes exe.
Buch. Condition: Neu. Likelihood and Bayesian Inference | With Applications in Biology and Medicine | Leonhard Held (u. a.) | Buch | xiii | Englisch | 2020 | Springer | EAN 9783662607916 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.