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The bootstrap method as a tool to improve the design of experiments
Authors:
- Renata Dwornicka,
- Norbert Radek,
- Jacek Pietraszek
Abstract
The paper considers the use of the bootstrap method to improve the determination of confidence intervals identified by the DOE (design of experiment) procedure. Two different approaches have been used: one that is appropriate for factorial designs and the other one relevant to the methodology of the response surface. Both approaches were tested on the real experiment datasets and compared with the results obtained from the classical statistical expressions based on wellknown asymptotic formulas derived from the t distribution.
- Record ID
- CUT2d12499f7214439d80da948a5474e1c5
- Publication categories
- ; ;
- Author
- Journal series
- System Safety: Human - Technical Facility - Environment, ISSN 2657-5450
- Issue year
- 2019
- Vol
- 1
- No
- 1
- Pages
- 724-729
- Other elements of collation
- Bibliografia (na s.) - 728-729; Oznaczenie streszczenia - Abstr.; Numeracja w czasopiśmie - Vol. 1, Iss. 1
- Conference
- 7th International Conference System Safety: Human - Technical Facility - Environment (CzOTO 2018), 2018, 12-12-2018 - 14-12-2018, Zakopane, Polska
- Keywords in English
- bootstrap, statistics, design of experiments, numerical simulation
- DOI
- DOI:10.2478/czoto-2019-0092 Opening in a new tab
- URL
- https://content.sciendo.com/view/journals/czoto/1/1/article-p724.xml Opening in a new tab
- Language
- eng (en) English
- License
- Score (nominal)
- 5
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUT2d12499f7214439d80da948a5474e1c5/
- URN
urn:pkr-prod:CUT2d12499f7214439d80da948a5474e1c5
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