DocumentCode
329134
Title
Nonparametric techniques in simulation analysis: a tutorial
Author
Yücesan, Enver
Author_Institution
INSEAD, Fontainebleau, France
fYear
1994
fDate
11-14 Dec. 1994
Firstpage
99
Lastpage
105
Abstract
Techniques that make a minimum of assumptions about the underlying characteristics of a simulation output series are particularly useful for simulation analysis. This tutorial discusses robust nonparametric techniques with immediate applicability to such crucial steps in simulation analysis as sampling, experimental design and output analysis. Algorithms are provided for various tasks.
Keywords
design of experiments; series (mathematics); simulation; experimental design; nonparametric techniques; output analysis; robust techniques; sampling; simulation analysis; simulation output series; Analytical models; Computational modeling; Data analysis; Design for experiments; Packaging; Robustness; Sampling methods; Statistical analysis; Testing; Tutorial;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference Proceedings, 1994. Winter
Print_ISBN
0-7803-2109-X
Type
conf
DOI
10.1109/WSC.1994.717083
Filename
717083
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