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mODa 8 - Advances in Model-Oriented Design and Analysis [electronic resource] : Proceedings of the 8th International Workshop in Model-Oriented Design and Analysis held in Almagro, Spain, June 4–8, 2007 / edited by Jesús López-Fidalgo, Juan Manuel Rodríguez-Díaz, Ben Torsney.

Contributor(s): Series: Contributions to StatisticsPublisher: Heidelberg : Physica-Verlag HD, 2007Description: XVI, 241 p. 27 illus. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783790819526
Subject(s): Genre/Form: Additional physical formats: Printed edition:: No titleDDC classification:
  • 519.2 23
LOC classification:
  • QA273.A1-274.9
  • QA274-274.9
Online resources:
Contents:
Recruitment in Multicentre Trials: Prediction and Adjustment -- Optimal Design of Pharmacokinetic Studies Described by Stochastic Differential Equations -- Comparisons of Heterogeneity: a Nonparametric Test for the Multisample Case -- On Synchronized Permutation Tests in Two-Way ANOVA -- Optimal Three-Treatment Response-Adaptive Designs for Phase III Clinical Trials with Binary Responses -- One-Half Fractions of a 23 Experiment for the Logistic Model -- Bayes Estimators of Covariance Parameters and the Influence of Designs -- Optimum Design for Correlated Fields via Covariance Kernel Expansions -- Generalized Probit Model in Design of Dose Finding Experiments -- Optimal Design of Bell Experiments -- A Comparison of Efficient Designs for Choices Between Two Options -- D-optimal Designs for Logistic Regression in Two Variables -- Design of Experiments for Extreme Value Distributions -- A Model Selection Algorithm for Mixture Experiments Including Process Variables -- D-optimal Designs for Nonlinear Models Possessing a Chebyshev Property -- A New Tool for Comparing Adaptive Designs; a Posteriori Efficiency -- Optimal Cutpoint Determination: The Case of One Point Design -- D-Optimal Designs for Regression Models with Length-Biased Poisson Response -- Efficient Sampling Windows for Parameter Estimation in Mixed Effects Models -- Quantile and Probability-level Criteria for Nonlinear Experimental Design -- Optimal Designs for the Exponential Model with Correlated Observations -- Determining the Size of Experiments for the One-way ANOVA Model I for Ordered Categorical Data -- Bayesian D s-Optimal Designs for Generalized Linear Models with Varying Dispersion Parameter -- Some Curiosities in Optimal Designs for Random Slopes -- The Within-B-Swap (BS) Design is A- and D-optimal for Estimating the Linear Contrast for the Treatment Effect in 3-Factorial cDNA Microarray Experiments -- D-optimal Designs and Equidistant Designs for Stationary Processes -- Optimal Designs for Discriminating among Several Non-Normal Models -- Optimal Orthogonal Three-Level Factorial Designs for Factor Screening and Response Surface Exploration.
In: Springer eBooksSummary: The volume contains the proceedings of the 8th Workshop on Model-Oriented Design and Analysis. This book offers leading and pioneering work on optimal experimental designs, both from a mathematical/statistical point of view and with regard to real applications. Scientists from all over the world, from Eastern and Western Europe, the USA, Latin-America, Asia and Africa, have contributed to this volume. Primary topics are designs for nonlinear models and applications to experimental medicine.
Item type: eBooks
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Recruitment in Multicentre Trials: Prediction and Adjustment -- Optimal Design of Pharmacokinetic Studies Described by Stochastic Differential Equations -- Comparisons of Heterogeneity: a Nonparametric Test for the Multisample Case -- On Synchronized Permutation Tests in Two-Way ANOVA -- Optimal Three-Treatment Response-Adaptive Designs for Phase III Clinical Trials with Binary Responses -- One-Half Fractions of a 23 Experiment for the Logistic Model -- Bayes Estimators of Covariance Parameters and the Influence of Designs -- Optimum Design for Correlated Fields via Covariance Kernel Expansions -- Generalized Probit Model in Design of Dose Finding Experiments -- Optimal Design of Bell Experiments -- A Comparison of Efficient Designs for Choices Between Two Options -- D-optimal Designs for Logistic Regression in Two Variables -- Design of Experiments for Extreme Value Distributions -- A Model Selection Algorithm for Mixture Experiments Including Process Variables -- D-optimal Designs for Nonlinear Models Possessing a Chebyshev Property -- A New Tool for Comparing Adaptive Designs; a Posteriori Efficiency -- Optimal Cutpoint Determination: The Case of One Point Design -- D-Optimal Designs for Regression Models with Length-Biased Poisson Response -- Efficient Sampling Windows for Parameter Estimation in Mixed Effects Models -- Quantile and Probability-level Criteria for Nonlinear Experimental Design -- Optimal Designs for the Exponential Model with Correlated Observations -- Determining the Size of Experiments for the One-way ANOVA Model I for Ordered Categorical Data -- Bayesian D s-Optimal Designs for Generalized Linear Models with Varying Dispersion Parameter -- Some Curiosities in Optimal Designs for Random Slopes -- The Within-B-Swap (BS) Design is A- and D-optimal for Estimating the Linear Contrast for the Treatment Effect in 3-Factorial cDNA Microarray Experiments -- D-optimal Designs and Equidistant Designs for Stationary Processes -- Optimal Designs for Discriminating among Several Non-Normal Models -- Optimal Orthogonal Three-Level Factorial Designs for Factor Screening and Response Surface Exploration.

The volume contains the proceedings of the 8th Workshop on Model-Oriented Design and Analysis. This book offers leading and pioneering work on optimal experimental designs, both from a mathematical/statistical point of view and with regard to real applications. Scientists from all over the world, from Eastern and Western Europe, the USA, Latin-America, Asia and Africa, have contributed to this volume. Primary topics are designs for nonlinear models and applications to experimental medicine.

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