Comparison of semiparametric approaches to two-way ANOVA in the presence of heteroscedasticity

Simple item page
dc.contributor.authorPereira, Dulce
dc.contributor.authorAfonso, Anabela
dc.contributor.editorBispo, Regina
dc.contributor.editorHenriques-Rodrigues, Lígia
dc.contributor.editorAlpizar-Jara, Russell
dc.contributor.editorCarvalho, Miguel
dc.date.accessioned2023-01-17T12:08:15Z
dc.date.available2023-01-17T12:08:15Z
dc.date.issued2022-12
dc.description.abstractFactorial analysis of variance designs is commonly used in several fields like biology, ecology and social sciences. However, in practice, the underlying assumptions, normality and homoscedasticity, are easily violated. In recent years, several alternative tests were proposed to relax these assumptions, the Wald-type statistics and the ANOVA-type statistics, and tests based on the permutation of observations. Few studies are focusing on the performance of the permutation tests in the presence of heterogeneity. This work intends to contribute to this last analysis. A simulation study is carried out, considering balanced designs, with an equal number of factor levels and several types of discrete distributions with different degrees of dispersion.por
dc.identifier.authoremaildgsp@uevora.pt
dc.identifier.authoremailaafonso@uevora.pt
dc.identifier.citationPereira, D.G., Afonso, A. (2022). Comparison of Semiparametric Approaches to Two-Way ANOVA in the Presence of Heteroscedasticity. In: Bispo, R., Henriques-Rodrigues, L., Alpizar-Jara, R., de Carvalho, M. (eds) Recent Developments in Statistics and Data Science. SPE 2021. Springer Proceedings in Mathematics & Statistics, vol 398, 189-201. Springer, Cham. https://doi.org/10.1007/978-3-031-12766-3_13por
dc.identifier.doihttps://doi.org/10.1007/978-3-031-12766-3_13por
dc.identifier.isbn978-3-031-12766-3
dc.identifier.numpag189-201
dc.identifier.scientificarea336por
dc.identifier.urihttp://hdl.handle.net/10174/33515
dc.identifier.volume398
dc.language.isoporpor
dc.rightsrestrictedAccesspor
dc.subjectInteractionpor
dc.subjectPermutation testspor
dc.subjectRobustnesspor
dc.subjectWald statisticspor
dc.titleComparison of semiparametric approaches to two-way ANOVA in the presence of heteroscedasticitypor
dc.typebookPartpor

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
517849_1_En_13_Chapter_Author.pdf
Size:
11.34 MB
Format:
Adobe Portable Document Format
Download

License bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
license.txt
Size:
3.89 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

CIMA - Publicações - Capítulos de Livros