Theory of Optimal Experiments


Book Description

Regression analysis and optimality criteria for regression experiments. Continuous optimal designs (statistical methods). Properties and methods of construction for optimal discrete designs. Sequential methods of designing experiments for refining and determining estimates of the parameters. Design of experiments in the case of simultaneous observation of several random quantities. Discriminating experiments. Generalized criteria of optimality.




Parameter Estimation in Engineering and Science


Book Description

Introduction to and survey of parameter estimation; Probability; Introduction to statistics; Parameter estimation methods; Introduction to linear estimation; Matrix analysis for linear parameter estimation; Minimization of sum of squares functions for models nonlinear in parameters; Design of optimal experiments.







Physics, Uspekhi


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Astronomy Reports


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Izvestiya


Book Description