On the detectability of different forms of interaction in regression models

dc.creatorLiu, Juxin
dc.creatorGustafson, Paul
dc.date2007-11-26
dc.date.accessioned2026-07-07T08:44:58Z
dc.date.available2026-07-07T08:44:58Z
dc.descriptionWe derive an asymptotic power function for a likelihood-based test for interaction in a regression model, with possibly misspecified alternative distribution. This allows a general investigation of types of interactions which are poorly or well detected via data. Principally we contrast pairwise-interaction models with `diffuse interaction models' as introduced in Gustafson, Kazi, and Levy (2005).
dc.descriptionSubmitted to the Electronic Journal of Statistics (http://www.i-journals.org/ejs/) by the Institute of Mathematical Statistics (http://www.imstat.org)
dc.identifierhttps://arxiv.org/abs/0711.4011
dc.identifierhttp://arxiv.org/abs/0711.4011
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/142841
dc.subjectStatistics Theory
dc.titleOn the detectability of different forms of interaction in regression models
dc.typetext

Files

Collections