Nonlinear Models for Repeated Measurement Data, Davidian, Marie

Автор: Raghavarao Damaraju
Название: Repeated Measurements and Cross-Over Designs
ISBN: 111870925X ISBN-13(EAN): 9781118709252
Издательство: Wiley
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Цена: 118220.00 T
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Описание: An introduction to state-of-the-art experimental design approaches to better understand and interpret repeated measurement data in cross-over designs.

Автор: Broemeling
Название: Bayesian Methods for Repeated Measures
ISBN: 1138894044 ISBN-13(EAN): 9781138894044
Издательство: Taylor&Francis
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Цена: 63280.00 T
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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: Hand, David J.
Название: Analysis of Repeated Measures
ISBN: 041231830X ISBN-13(EAN): 9780412318306
Издательство: Taylor&Francis
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Цена: 183750.00 T
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Автор: Carroll, Raymond J.
Название: Measurement Error in Nonlinear Models
ISBN: 1584886331 ISBN-13(EAN): 9781584886334
Издательство: Taylor&Francis
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Цена: 137810.00 T
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Автор: Barreda, Santiago
Название: Bayesian Multilevel Models for Repeated Measures Data
ISBN: 1032259620 ISBN-13(EAN): 9781032259628
Издательство: Taylor&Francis
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Цена: 137810.00 T
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Автор: Barreda, Santiago
Название: Bayesian Multilevel Models for Repeated Measures Data
ISBN: 1032259639 ISBN-13(EAN): 9781032259635
Издательство: Taylor&Francis
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Цена: 54090.00 T
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Автор: Tango, Toshiro
Название: Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials
ISBN: 0367736381 ISBN-13(EAN): 9780367736385
Издательство: Taylor&Francis
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Цена: 50010.00 T
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Автор: Vittinghoff
Название: Regression Methods in Biostatistics
ISBN: 0387202757 ISBN-13(EAN): 9780387202754
Издательство: Springer
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Цена: 75420.00 T
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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: Hershberger, Scott L.
Название: Modeling Intraindividual Variability With Repeated Measures Data
ISBN: 0805831258 ISBN-13(EAN): 9780805831252
Издательство: Taylor&Francis
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Цена: 137810.00 T
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Автор: Islam M. Ataharul, Chowdhury Rafiqul I.
Название: Analysis of Repeated Measures Data
ISBN: 9811099677 ISBN-13(EAN): 9789811099670
Издательство: Springer
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Цена: 60550.00 T
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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.

Автор: Hershberger, Scott L.
Название: Modeling Intraindividual Variability With Repeated Measures Data
ISBN: 0415655617 ISBN-13(EAN): 9780415655613
Издательство: Taylor&Francis
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Цена: 56130.00 T
Наличие на складе: Нет в наличии.

Автор: Gueorguieva, Ralitza
Название: Statistical methods in psychiatry and related fields
ISBN: 036765752X ISBN-13(EAN): 9780367657529
Издательство: Taylor&Francis
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Цена: 51030.00 T
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Описание: This book presents, at a non-technical level, several approaches for the analysis of correlated data: mixed models for continuous and categorical outcomes, nonparametric methods for repeated measures and growth mixture models for heterogeneous trajectories over time.