The bootstrap method as a tool to improve the design of experiments / Renata Dwornicka, Norbert Radek, Jacek Pietraszek // System Safety: Human - Technical Facility - Environment [Dokument elektroniczny]. ... więcej

The bootstrap method as a tool to improve the design of experiments / Renata Dwornicka, Norbert Radek, Jacek Pietraszek // System Safety: Human - Technical Facility - Environment [Dokument elektroniczny]. – 2019, Vol. 1, Iss. 1, s. 724-729. – Tryb dostępu: https://content.sciendo.com/view/journals/czoto/1/1/article-p724.xml. – Bibliogr. s. 728-729, Abstr. – Mat. konf.: 7th International Conference System Safety: Human - Technical Facility - Environment (CzOTO 2018), Zakopane, Poland, 12-14.12.2018. – doi: 10.2478/czoto-2019-0092. – ISSN 2657-5450

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: ... więcej

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.