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Title: Post-Fisherian Experimentation: From Physical to Virtual

Fisher's pioneering work in design of experiments has inspired further work with broader applications, especially in industrial experimentation. Three topics in physical experiments are discussed: principles of effect hierarchy, sparsity, and heredity for factorial designs, a new method called CME for de-aliasing aliased effects, and robust parameter design. The recent emergence of virtual experiments on a computer is reviewed. Here, some major challenges in computer experiments, which must go beyond Fisherian principles, are outlined.
Authors:
 [1]
  1. Georgia Inst. of Technology, Atlanta, GA (United States)
Publication Date:
Report Number(s):
DOE-GT-0010548-1
Journal ID: ISSN 0162-1459; FG02-13ER26159; TRN: US1703122
Grant/Contract Number:
SC0010548
Type:
Accepted Manuscript
Journal Name:
Journal of the American Statistical Association
Additional Journal Information:
Journal Volume: 110; Journal Issue: 510; Journal ID: ISSN 0162-1459
Publisher:
Taylor & Francis
Research Org:
Georgia Tech Research Corp., Atlanta, GA (United States)
Sponsoring Org:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21)
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING; computer experiments; aliased effects; conditional main effects; effect heredity; efect hierarchy; effect sparsity; Kriging; robust parameter design; uncertainty quantification
OSTI Identifier:
1405140

Jeff Wu, C. F.. Post-Fisherian Experimentation: From Physical to Virtual. United States: N. p., Web. doi:10.1080/01621459.2014.914441.
Jeff Wu, C. F.. Post-Fisherian Experimentation: From Physical to Virtual. United States. doi:10.1080/01621459.2014.914441.
Jeff Wu, C. F.. 2014. "Post-Fisherian Experimentation: From Physical to Virtual". United States. doi:10.1080/01621459.2014.914441. https://www.osti.gov/servlets/purl/1405140.
@article{osti_1405140,
title = {Post-Fisherian Experimentation: From Physical to Virtual},
author = {Jeff Wu, C. F.},
abstractNote = {Fisher's pioneering work in design of experiments has inspired further work with broader applications, especially in industrial experimentation. Three topics in physical experiments are discussed: principles of effect hierarchy, sparsity, and heredity for factorial designs, a new method called CME for de-aliasing aliased effects, and robust parameter design. The recent emergence of virtual experiments on a computer is reviewed. Here, some major challenges in computer experiments, which must go beyond Fisherian principles, are outlined.},
doi = {10.1080/01621459.2014.914441},
journal = {Journal of the American Statistical Association},
number = 510,
volume = 110,
place = {United States},
year = {2014},
month = {4}
}