Hybrid frequentist/bayesian power and bayesian power in planning clinical trials, Grieve, Andrew P.
Автор: David J. Spiegelhalter Название: Bayesian Approaches to Clinical Trials and Health-Care Evaluation ISBN: 0471499757 ISBN-13(EAN): 9780471499756 Издательство: Wiley Рейтинг: Цена: 70700.00 T Наличие на складе: Заказано в издательстве. Описание: READ ALL ABOUT IT! David Spiegelhalter has recently joined the ranks of Isaac Newton, Charles Darwin and Stephen Hawking by becoming a fellow of the Royal Society. Originating from the Medical Research Council`s biostatistics unit, David has played a leading role in the Bristol heart surgery and Harold Shipman inquiries.
Автор: Headrick Название: Statistical Simulation ISBN: 1138116289 ISBN-13(EAN): 9781138116283 Издательство: Taylor&Francis Рейтинг: Цена: 71450.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Although power method polynomials based on the standard normal distributions have been used in many different contexts for the past 30 years, it was not until recently that the probability density function (pdf) and cumulative distribution function (cdf) were derived and made available. Focusing on both univariate and multivariate nonnormal data generation, Statistical Simulation: Power Method Polynomials and Other Transformations presents techniques for conducting a Monte Carlo simulation study. It shows how to use power method polynomials for simulating univariate and multivariate nonnormal distributions with specified cumulants and correlation matrices.
The book first explores the methodology underlying the power method, before demonstrating this method through examples of standard normal, logistic, and uniform power method pdfs. It also discusses methods for improving the performance of a simulation based on power method polynomials. The book then develops simulation procedures for systems of linear statistical models, intraclass correlation coefficients, and correlated continuous variates and ranks. Numerical examples and results from Monte Carlo simulations illustrate these procedures. The final chapter describes how the g-and-h and generalized lambda distribution (GLD) transformations are special applications of the more general multivariate nonnormal data generation approach. Throughout the text, the author employs Mathematica(R) in a range of procedures and offers the source code for download online.
Written by a longtime researcher of the power method, this book explains how to simulate nonnormal distributions via easy-to-use power method polynomials. By using the methodology and techniques developed in the text, readers can evaluate different transformations in terms of comparing percentiles, measures of central tendency, goodness-of-fit tests, and more.
Автор: Cleophas Название: Modern Bayesian Statistics in Clinical Research ISBN: 3030065073 ISBN-13(EAN): 9783030065072 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The current textbook has been written as a help to medical / health professionals and students for the study of modern Bayesian statistics, where posterior and prior odds have been replaced with posterior and prior likelihood distributions.
Автор: Lesaffre Название: Bayesian Methods in Biostatistics ISBN: 0470018232 ISBN-13(EAN): 9780470018231 Издательство: Wiley Рейтинг: Цена: 59080.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: * This book provides an authoritative account of Bayesian methodology, from its most basic elements to its practical implementations, with an emphasis on healthcare techniques. * Contains introductory explanations of Bayesian principles common to all areas.
Автор: Cleophas Название: Modern Bayesian Statistics in Clinical Research ISBN: 3319927469 ISBN-13(EAN): 9783319927466 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The current textbook has been written as a help to medical / health professionals and students for the study of modern Bayesian statistics, where posterior and prior odds have been replaced with posterior and prior likelihood distributions.
Автор: Grieve, Andrew P. Название: Hybrid frequentist/bayesian power and bayesian power in planning clinical trials ISBN: 1032111291 ISBN-13(EAN): 9781032111292 Издательство: Taylor&Francis Рейтинг: Цена: 102070.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides a practical introduction to unconditional approaches to planning randomised clinical trials, particularly aimed at drug development in the pharmaceutical industry. This book is aimed at providing guidance to practitioners in using average power, assurance and related concepts.
Автор: Francisco J. Samaniego Название: A Comparison of the Bayesian and Frequentist Approaches to Estimation ISBN: 1461426197 ISBN-13(EAN): 9781461426196 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Suitable for an audience having a solid grounding in probability and statistics at the level of the year-long undergraduate course taken by statistics and mathematics majors, this book presents the necessary background on Decision Theory and the frequentist and Bayesian approaches to estimation.
Автор: Jon Wakefield Название: Bayesian and Frequentist Regression Methods ISBN: 1493938622 ISBN-13(EAN): 9781493938629 Издательство: Springer Рейтинг: Цена: 69870.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides a balanced, modern introduction to Bayesian and frequentist methods for regression analysis. The author discusses Frequentist and Bayesian Inferences; Linear Models; Binary Data Models; General Regression Models and Survival Models.
Автор: Wakefield Название: Bayesian and Frequentist Regression Methods ISBN: 1441909249 ISBN-13(EAN): 9781441909244 Издательство: Springer Рейтинг: Цена: 102480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Bayesian and Frequentist Regression Methods provides a modern account of both Bayesian and frequentist methods of regression analysis.
Автор: Berger, James ; Meng, Xiao-Li ; Reid, Nancy ; Xie, Название: Handbook of Bayesian, Fiducial, and Frequentist Inference ISBN: 036732198X ISBN-13(EAN): 9780367321987 Издательство: Taylor&Francis Рейтинг: Цена: 158230.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Xu, Jun Название: Modern applied regressions ISBN: 0367173875 ISBN-13(EAN): 9780367173876 Издательство: Taylor&Francis Рейтинг: Цена: 91860.00 T Наличие на складе: Нет в наличии. Описание: Modern Applied Regressions creates an intricate mural with mosaics of categorical and limited response variable (CLRV) models using both Bayesian and Frequentist approaches. Written for graduate students, junior researchers, and quantitative analysts in behavioral, health, and social sciences.
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