Bayesian and Frequentist Regression Methods, Wakefield

Автор: David G. T. Denison
Название: Bayesian Methods for Nonlinear Classification and Regression
ISBN: 0471490369 ISBN-13(EAN): 9780471490364
Издательство: Wiley
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Цена: 20584.00 р.
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Описание: Regression analysis models the relationship between a set of responses and another variable: for example, to estimate the true position of a line through a number of observed points. Unfortunately, data rarely conforms to simple curves and straight lines - parametric models - and this text examines more complex - or nonparametric - models.

Автор: Vittinghoff
Название: Regression Methods in Biostatistics
ISBN: 0387202757 ISBN-13(EAN): 9780387202754
Издательство: Springer
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Цена: 11313.00 р.
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Описание: An introduction to the multipredictor regression methods widely used in biostatistics. This book covers linear models for continuous outcomes; logistic models for binary outcomes; the Cox model for right-censored survival times; repeated-measures models for longitudinal and hierarchical outcomes; and linear models for counts and other outcomes.

Автор: Ryan
Название: Solutions Manual to Accompany Modern Regression Methods 2e
ISBN: 0470096063 ISBN-13(EAN): 9780470096062
Издательство: Wiley
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Цена: 4902.00 р.
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Описание: "Over the years, I have had the opportunity to teach several regression courses, and I cannot think of a better undergraduate text than this one. " ( The American Statistician ) "The book is well written and has many exercises. It can serve as a very good textbook for scientists and engineers, with only basic statistics as a prerequisite.

Автор: Berry, Donald A. Berry, Scott M. Carlin, Bradley P
Название: Bayesian adaptive methods for clinical trials
ISBN: 1439825483 ISBN-13(EAN): 9781439825488
Издательство: Taylor&Francis
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Цена: 16843.00 р.
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Описание: Explores the growing role of Bayesian thinking in the rapidly changing world of clinical trial analysis. This book summarizes the state of clinical trial design and analysis and introduces the main ideas and potential benefits of a Bayesian alternative.

Автор: Peter D. Hoff
Название: A First Course in Bayesian Statistical Methods
ISBN: 0387922997 ISBN-13(EAN): 9780387922997
Издательство: Springer
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Цена: 9083.00 р.
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Описание: A self-contained introduction to probability, exchangeability and Bayes` rule provides a theoretical understanding of the applied material. The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.