Model-oriented design of experiments

From MaRDI portal
Publication:1363216

zbMath0878.62052MaRDI QIDQ1363216

Valerii V. Fedorov, Peter Hackl

Publication date: 19 August 1997

Published in: Lecture Notes in Statistics (Search for Journal in Brave)




Related Items

Optimal Design of Experiments for Implicit ModelsQuantum-state estimation problem via optimal design of experimentsDesign of experiments with unknown parameters in varianceNuisance parameter problem in quantum estimation theory: tradeoff relation and qubit examplesRobust designs for binary data: applications of simulated annealingMerging Mathematical and Physiological Knowledge: Dimensions and ChallengesMobile Sensor Routing for Parameter Estimation of Distributed Systems Using the Parallel Tunneling MethodAn efficient algorithm for Elastic I‐optimal design of generalized linear modelsFinding Bayesian Optimal Designs for Nonlinear Models: A Semidefinite Programming‐Based ApproachA Review of Modern Computational Algorithms for Bayesian Optimal DesignAn equivalence theorem for design optimality with respect to a multi-objective criterionOptimal designs for prediction in random coefficient regression with one observation per individualOptimal design for estimating the mean ability over time in repeated item response testingStandardized maximin \(D\)- and \(c\)-optimal designs for the Poisson-Gamma modelOptimum designs for estimation of optimum point under cost constraintMinimax D-optimal designs of contingent valuation experiments: willingness to pay for environmentally friendly clothesConstruction of efficient experimental designs under multiple resource constraintsDistributed scheduling of sensor networks for identification of spatio-temporal processesAn Optimal Experimental Design Criterion for Discriminating Between Non-Normal ModelsAn Optimal Scanning Sensor Activation Policy for Parameter Estimation of Distributed SystemsExperimental design in the context of Tikhonov regularized inverse problemsSome History Leading to Design Criteria for Bayesian PredictionVariational Calculus in the Space of Measures and Optimal DesignConcentration Sets, Elfving Sets and Norms in Optimum DesignA Note on Optimal Bounded DesignsLinear convergence of accelerated conditional gradient algorithms in spaces of measuresOn Optimal Designs for Nonlinear Models: A General and Efficient AlgorithmSequentially optimal sensor placement in thermoelastic models for real time applicationsComponent-wise dimension reductionA procedure for finding an improved upper bound on the number of optimal design pointsOptimal design of dilution experiments under volume constraintsIntegral approximations for computing optimum designs in random effects logistic regression modelsA minimax equivalence theorem for optimum bounded design measuresSequential online subsampling for thinning experimental designsSome results on optimality in models with heteroscedastic errors from partial optimum designsDesign of experiments in the presence of errors in factor levelsOptimal designs for model discrimination and fitting for the flow of particlesKL-optimum designs: theoretical properties and practical computationComputing optimal experimental designs with respect to a compound Bayes risk criterionElicitation of multiattribute value functions through high dimensional model representations: monotonicity and interactionsOptimal design for population pk/pd modelsPharmacokinetically guided optimum adaptive dose selection in early phase clinical trialsComputation of \(c\)-optimal designs for models with correlated observationsGeneralized sensitivity functions for multiple output systemsThe optimality of single-group designs for certain mixed modelsApplications of large deviations to optimal experimental designsDesign of experiments for locally weighted regressionCDT-optimum designs for model discrimination, parameter estimation and estimation of a parametric functionOptimal crossover designs for the proportional modelOptimal designs for contingent response models with application to toxicity-efficacy studiesOptimum designs for the equality of parameters in enzyme inhibition kinetic modelsElemental information matrices and optimal experimental design for generalized regression modelsOptimal designs for random effect models with correlated errors with applications in population pharmacokineticsMultiplicative methods for computing \(D\)-optimal stratified designs of experimentsBregman divergences based on optimal design criteria and simplicial measures of dispersionOn Bayes and Nash experimental designs for hypothesis testing problemsOptimal experimental design and some related control problemsThe cost of complexity in system identification: the output error caseMaximin and maximin-efficient event-related fMRI designs under a nonlinear modelRemoving non-optimal support points in \(D\)-optimum design algorithms.Optimum design accounting for the global nonlinear behavior of the modelExamples of the use of an equivalence theorem in constructing optimum experimental designs for random-effects nonlinear regression modelsCombined algorithm to compute D-optimal designsModern sequential analysis and its applications to computerized adaptive testingD-optimal design of a monitoring network for parameter estimation of distributed systems\(D\)-optimal designs for multi-response linear mixed modelsEffects of noise in performance comparisons of designs for model identification and discrimina\-tionConsiderations on group-wise identical designs for linear mixed modelsA constrained optimum experimental design problem for model discrimination with a continuously varying factorConstructing \(c\)-optimal designs for polynomial regression without an interceptExperiment selection for the discrimination of semi-quantitative models of dynamical systemsConstruction of T-Optimum Designs for Multiresponse Dynamic ModelsA Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments\(R\)-optimal designs for individual prediction in random coefficient regression modelsGeometric characterization of \(D\)-optimal designs for random coefficient regression modelsOptimal designs for discriminating between some extensions of the Michaelis-Menten modelOptimal experimental design criterion for discriminating semiparametric modelsMaximally informative next experiments for nonlinear modelsOptimal designs for comparing population curves in hierarchical modelsBarycentric algorithm for computing D-optimal size- and cost-constrained designs of experiments\(V\)- and \(D\)-optimal population designs for the simple linear regression model with a random intercept termDT-optimum designs for model discrimination and parameter estimationDesign selection criteria for discrimination/estimation for nested models and a binomial re\-sponseD-efficient window experimental designsConstruction of MV- and SMV-optimum designs for binary response modelsAdaptive designs for selecting drug combinations based on efficacy-toxicity responseExperimental design for dynamics identification of cellular processesDesign of computer experiments: space filling and beyondNumerical methods for \(A\)-optimal designs with a sparsity constraint for ill-posed inverse problemsA semi-infinite programming based algorithm for determining T-optimum designs for model discriminationContinuous optimal designs for generalized linear models under model uncertaintyWorkweek optimization of experimental designs: exact designs for variable sampling costsOptimal design in average for inference in generalized linear modelsConstructing optimal designs with constraintsNon-linear design problem in a chemical kinetic model with non-constant error varianceScaled density models for binary response data and their \(D\)- and \(D_s\)-optimal designsAdaptive designs for dose-finding based on efficacy-toxicity responseOptimal experiment design in a filtering context with application to sampled network dataMeasures of parameter uncertainty in geostatistical estimation and geostatistical optimal designOn the sequential construction of optimum bounded designsUniform coverage designs for mixture experimentsOptimal design to discriminate between rival copula models for a bivariate binary responseSensor network design for the estimation of spatially distributed processesModelling Circadian Rhythms in Drosophila and Investigation of VRI and PDP1 Feedback Loops Using a New Mathematical ModelConfiguring A Sensor Network for Fault Detection in Distributed Parameter SystemsDistributed scheduling of measurements in a sensor network for parameter estimation of spatio-temporal systemsMV-optimality standardized through the coefficient of variationSequential Methods in Multi-Arm Clinical TrialsDesign considerations for small experiments and simple logistic regressionEstimation of probability distributions of parameters using aggregate population data: analysis of a CAR T-cell cancer modelOn optimal design for a Poisson regression model with random interceptOptimisation in space of measures and optimal designOptimum experimental designs for dynamic systems in the presence of correlated errorsEquivalence theorems for multiple-design problems with application in mixed modelsLeast squares polynomial chaos expansion: a review of sampling strategies\(D\)-optimal designs for hierarchical linear models with intraclass covariance structureOptimal designs for Poisson count data with gamma block effectsRandomized discontinuation trials with binary outcomesPenalized optimal designs for dose-findingDesign for hyperparameter estimation in linear modelsT-optimal designs for multi-factor polynomial regression models via a semidefinite relaxation methodFPCA-based method to select optimal sampling schedules that capture between-subject variability in longitudinal studiesMultivariable system identification for integral controllabilityA sparse control approach to optimal sensor placement in PDE-constrained parameter estimation problemsSensor network scheduling for identification of spatially distributed processes\(D\)-optimal designs for hierarchical linear models with heteroscedastic errors\(G\)-optimal designs for hierarchical linear models: an equivalence theorem and a nature-inspired meta-heuristic algorithm