Particle swarm based algorithms for finding locally and Bayesian D-optimal designs

Abstract When a model-based approach is appropriate, an optimal design can guide how to collect data judiciously for making reliable inference at minimal cost. However, finding optimal designs for a statistical model with several possibly interacting factors can be both theoretically and computation...

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Bibliographic Details
Main Authors: Yu Shi, Zizhao Zhang, Weng Kee Wong
Format: Article
Language:English
Published: SpringerOpen 2019-04-01
Series:Journal of Statistical Distributions and Applications
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40488-019-0092-4