专题:Optimal Experimental Design Methods

This cluster of papers focuses on the theory and application of experimental design and optimization methods, including Response Surface Methodology, Taguchi Method, multi-response optimization, Bayesian design, factorial designs, robust parameter design, and spatial analysis. The papers cover a wide range of applications in various fields such as engineering, manufacturing, biotechnology, and agriculture.
最新文献
A Many-Objective Problem Where Crossover is Provably Indispensable

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Bayesian Optimal Experimental Design for Intelligent Data Collection in Material Flow Analysis

article Full Text OpenAlex

Confidence Intervals for Adaptive Trial Designs I: A Methodological Review

review Full Text OpenAlex

Permutation-based multiple testing when fitting many generalized linear models

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A two-armed response adaptive design for ordinal categorical responses using stochastic superiority measure and the effect of delay on it

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A note on response-adaptive randomization from a Bayesian prediction viewpoint

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On the Feasibility of Using D-Optimal Designs for a Multivariate Quadratic Model without an Intercept Term

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An Adaptive Lower Confidence Bound acquisition function for surrogate-based optimization with applications in electrical machine design

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A unified test for regression discontinuity designs

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Cluster-aware threshold optimization with active learning for multi-fidelity surrogates

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近5年高被引文献
Experiments

book Full Text OpenAlex 410 FWCI9.583

Simulation-Based Power Analysis for Factorial Analysis of Variance Designs

article Full Text OpenAlex 401 FWCI50.83

Statistical Issues in Drug Development

book Full Text OpenAlex 395 FWCI2.571

Designing the design of experiments (DOE) – An investigation on the influence of different factorial designs on the characterization of complex systems

article Full Text OpenAlex 276 FWCI54.371

An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization

article Full Text OpenAlex 246 FWCI28.835

Fundamentals of Experimental Design

other Full Text OpenAlex 243 FWCI0

When to adjust alpha during multiple testing: a consideration of disjunction, conjunction, and individual testing

article Full Text OpenAlex 239 FWCI32.34

Response surface methodology: A review on its applications and challenges in microbial cultures

review Full Text OpenAlex 216 FWCI4.655

Skew-normal Linear Mixed Models

article Full Text OpenAlex 204 FWCI5.149

Recent advances and applications of surrogate models for finite element method computations: a review

review Full Text OpenAlex 203 FWCI5.898