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mODa 8 - Advances in Model-Oriented Design and Analysis : Proceedings of the 8th International Workshop in Model-Oriented Design and Analysis held in Almagro, Spain, June 4–8, 2007 /

Contributor(s): López-Fidalgo, Jesús [editor.] | Rodríguez-Díaz, Juan Manuel [editor.] | Torsney, Ben [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Contributions to Statistics: Publisher: Heidelberg : Physica-Verlag HD, 2007.Description: XVI, 241 p. 27 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783790819526.Subject(s): Mathematics | Probabilities | Statistics | Economic theory | Mathematics | Probability Theory and Stochastic Processes | Statistical Theory and Methods | Statistics for Life Sciences, Medicine, Health Sciences | Economic Theory/Quantitative Economics/Mathematical Methods | Statistics for Business/Economics/Mathematical Finance/InsuranceDDC classification: 519.2 Online resources: Click here to access online
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.
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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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