منابع مشابه
Optimal Design of Experiments
s of the International Conference in Honor of the late Jagdish Srivastava Satellite Conference of the 58 th ISI World Statistics Congress, Dublin 2011 Vienna, Austria, September 25 th 30 th , 2011
متن کاملOptimal robust and tolerance design for computer experiments with mixture proportion inputs
Computer experiments often have inputs that are proportions/fractions of components in a mixture. In these mixture computer experiments, it can be of interest to perform robust and tolerance design on the mixture proportions since the proportions are subjected to noise variations. Traditionally, manufacturing of mixture products is controlled via interval tolerances for mixture amounts. In this...
متن کاملSequential Optimal Design of Neurophysiology Experiments
Adaptively optimizing experiments has the potential to significantly reduce the number of trials needed to build parametric statistical models of neural systems. However, application of adaptive methods to neurophysiology has been limited by severe computational challenges. Since most neurons are high-dimensional systems, optimizing neurophysiology experiments requires computing high-dimensiona...
متن کاملBayesian Adaptive Optimal Design of Psychology Experiments
Experimentation is fundamental to the advancement of science, whether one is interested in studying the neuronal basis of a sensory process in cognitive neuroscience or assessing the efficacy of a new drug in clinical trials. Adaptive methodologies in experimentation, in which the information learned from each experiment is used to inform subsequent experiments, are particularly attractive beca...
متن کاملBayesian Optimal Design of Validation Experiments
An important concern in the design of validation experiments is how to incorporate the mathematical model in the design in order to allow conclusive comparisons of model prediction with experimental output in model assessment. In this paper, an integrated Bayesian cross entropy methodology is proposed to perform the optimal design of validation experiments incorporating the computational model....
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ژورنال
عنوان ژورنال: Journal of the American Statistical Association
سال: 2016
ISSN: 0162-1459,1537-274X
DOI: 10.1080/01621459.2015.1136632