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- Optimal_design abstract "In the design of experiments, optimal designs are a class of experimental designs that are optimal with respect to some statistical criterion. The creation of this field of statistics has been credited to Danish statistician Kirstine Smith.In the design of experiments for estimating statistical models, optimal designs allow parameters to be estimated without bias and with minimum-variance. A non-optimal design requires a greater number of experimental runs to estimate the parameters with the same precision as an optimal design. In practical terms, optimal experiments can reduce the costs of experimentation.The optimality of a design depends on the statistical model and is assessed with respect to a statistical criterion, which is related to the variance-matrix of the estimator. Specifying an appropriate model and specifying a suitable criterion function both require understanding of statistical theory and practical knowledge with designing experiments.Optimal designs are also called optimum designs.".
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- Optimal_design subject Category:Design_of_experiments.
- Optimal_design subject Category:Industrial_engineering.
- Optimal_design subject Category:Mathematical_optimization.
- Optimal_design subject Category:Operations_research.
- Optimal_design subject Category:Optimal_decisions.
- Optimal_design subject Category:Quality.
- Optimal_design subject Category:Quality_control.
- Optimal_design subject Category:Regression_analysis.
- Optimal_design subject Category:Statistical_methods.
- Optimal_design subject Category:Statistical_theory.
- Optimal_design subject Category:Systems_engineering.
- Optimal_design type Ability105616246.
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- Optimal_design type Experiment105798043.
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- Optimal_design type Inquiry105797597.
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- Optimal_design type Method105660268.
- Optimal_design type OptimalDecisions.
- Optimal_design type ProblemSolving105796750.
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- Optimal_design type PsychologicalFeature100023100.
- Optimal_design type StatisticalMethod106020737.
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- Optimal_design comment "In the design of experiments, optimal designs are a class of experimental designs that are optimal with respect to some statistical criterion. The creation of this field of statistics has been credited to Danish statistician Kirstine Smith.In the design of experiments for estimating statistical models, optimal designs allow parameters to be estimated without bias and with minimum-variance.".
- Optimal_design label "Optimal design".
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- Optimal_design depiction Theb1982.jpg.
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