Title
Selecting significant effects in factorial designs: Lenth's method versus using negligible interactions.
Abstract
Among the many analytical techniques that have been published to analyze the significance of the effects in the absence of replications, two have emerged as the most widely used in text books as well as statistical software packages: The Lenth's method and the estimation of the variance of the effects from the values of those considered negligible. This article shows that neither is better than the other in all cases, and by analyzing the results obtained in a wide variety of situations it provides guidelines on when it is preferable to use one or the other technique.
Year
DOI
Venue
2018
10.1080/03610918.2017.1311917
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
Keywords
Field
DocType
Effects significance,factorial design,Lenth's method,negligible interactions,statistical software
Econometrics,Statistical software,Statistics,Factorial experiment,Mathematics
Journal
Volume
Issue
ISSN
47.0
5.0
0361-0918
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Rafel Xampeny111.30
Pere Grima212.65
Xavier Tort-martorell3284.78