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Consequences of using estimated response values from negligible interactions in factorial designs

Author
Xampeny, R.; Grima, P.; Tort-Martorell, J.
Type of activity
Journal article
Journal
Quality and reliability engineering international
Date of publication
2018-12-21
DOI
https://doi.org/10.1002/qre.2437 Open in new window
Repository
http://hdl.handle.net/2117/127438 Open in new window
URL
https://onlinelibrary.wiley.com/journal/10991638 Open in new window
Abstract
This article analyzes the increase in the probability of committing type I and type II errors in assessing the significance of the effects when some properly selected runs have not been carried out and their responses have been estimated from the interactions considered null from scratch. This is done by simulating the responses from known models that represent a wide variety of practical situations that the experimenter will encounter; the responses considered to be missing are then estimated a...
Citation
Xampeny, R., Grima, P., Tort-Martorell, J. Consequences of using estimated response values from negligible interactions in factorial designs. "Quality and reliability engineering international", 21 Desembre 2018.
Keywords
Factorial design, Lenth method, missing values, negligible interactions, significant effects.
Group of research
ADBD - Analysis of Complex Data for Business Decisions

Participants