Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials, Tango, Toshiro
Автор: Vittinghoff Название: Regression Methods in Biostatistics ISBN: 0387202757 ISBN-13(EAN): 9780387202754 Издательство: Springer Рейтинг: Цена: 11313.00 р. Наличие на складе: Поставка под заказ.
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: Broemeling Название: Bayesian Methods for Repeated Measures ISBN: 1138894044 ISBN-13(EAN): 9781138894044 Издательство: Taylor&Francis Рейтинг: Цена: 9492.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Analyze Repeated Measures Studies Using Bayesian Techniques
Going beyond standard non-Bayesian books, Bayesian Methods for Repeated Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many inferential methods for analyzing repeated measures in various scientific areas, especially biostatistics.
The author takes a practical approach to the analysis of repeated measures. He bases all the computing and analysis on the WinBUGS package, which provides readers with a platform that efficiently uses prior information. The book includes the WinBUGS code needed to implement posterior analysis and offers the code for download online.
Accessible to both graduate students in statistics and consulting statisticians, the book introduces Bayesian regression techniques, preliminary concepts and techniques fundamental to the analysis of repeated measures, and the most important topic for repeated measures studies: linear models. It presents an in-depth explanation of estimating the mean profile for repeated measures studies, discusses choosing and estimating the covariance structure of the response, and expands the representation of a repeated measure to general mixed linear models. The author also explains the Bayesian analysis of categorical response data in a repeated measures study, Bayesian analysis for repeated measures when the mean profile is nonlinear, and a Bayesian approach to missing values in the response variable.
Автор: Islam, M. Ataharul Название: Analysis of repeated measures data ISBN: 9811037930 ISBN-13(EAN): 9789811037931 Издательство: Springer Рейтинг: Цена: 11179.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Introduction.- Linear Models.- Univariate Exponential Family of Distributions.- Generalized Linear Model.- Covariate Dependent Markov Models.- Model for Bivariate Binary Data.- Model for Bivariate Geometric Model.- Model for Bivariate Count Data.- Models for Bivariate Exponential and Weibull Data.- Quasi -Likelihood Methods.- Generalized Estimating Equations.- A Generalized Multivariate Model.- Multistate and Multistage Models.- Analysing Data Using R and SAS.
Описание: This book provides a practical guide to the analysis of data from randomized controlled trials (RCT). This problem is examined for different RCT designs, such as RCTs with one follow-up measurement, RCTs with more than one follow-up measurement, cluster RCTs, cross-over trials, stepped wedge trials, and N-of-1 trials.
Автор: Eric Vittinghoff; David V. Glidden; Stephen C. Shi Название: Regression Methods in Biostatistics ISBN: 1489998543 ISBN-13(EAN): 9781489998545 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This fresh edition, substantially revised and augmented, provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics. The examples used, analyzed using Stata, can be applied to other areas.
Описание: Nonpharmacological treatments include a wide variety of treatments such as surgery, technical procedures, implantable devices, non-implantable devices, rehabilitation, psychotherapy, and behavioral interventions. This book focuses on the methods of assessing nonpharmacological treatments, highlighting specific issues, and discussing trial design
Описание: Reviews the important clinical trials in following topics: breast cancer, soft tissue sarcoma, rectal and anal carcinoma, pancreatic adenocarcinoma, hepatocellular carcinoma, gastric cancer, esophageal cancer, colon cancer, advanced and metastatic colorectal carcinoma, gastrointestinal stromal tumors, and melanoma.
Автор: Jung, Sin-Ho Название: Randomized Phase II Cancer Clinical Trials ISBN: 143987185X ISBN-13(EAN): 9781439871850 Издательство: Taylor&Francis Рейтинг: Цена: 14545.00 р. Наличие на складе: Поставка под заказ.
Автор: Davidian, Marie Название: Nonlinear Models for Repeated Measurement Data ISBN: 0412983419 ISBN-13(EAN): 9780412983412 Издательство: Taylor&Francis Рейтинг: Цена: 22202.00 р. Наличие на складе: Поставка под заказ.
Автор: Jung, Sin-Ho Название: Randomized Phase II Cancer Clinical Trials ISBN: 0367576457 ISBN-13(EAN): 9780367576455 Издательство: Taylor&Francis Рейтинг: Цена: 7348.00 р. Наличие на складе: Поставка под заказ.
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