Show simple item record

dc.contributor.authorRakhmetova, Gulfaya
dc.date.accessioned2018-07-09T23:52:33Z
dc.date.available2018-07-09T23:52:33Z
dc.date.issued2017-12
dc.identifier.urihttp://hdl.handle.net/11122/8767
dc.descriptionMaster's Project (M.S.) University of Alaska Fairbanks, 2017en_US
dc.description.abstractThe Lattice Based Smoother was introduced by McIntyre and Barry (2017) to estimate a surface defined over an irregularly-shaped region. In this paper we consider extending their method to allow for additional covariates and non-continuous responses. We describe our extension which utilizes the framework of generalized additive models. A simulation study shows that our method is comparable to the Soap film smoother of Wood et al. (2008), under a number of different conditions. Finally we illustrate the method's practical use by applying it to a real data set.en_US
dc.language.isoen_USen_US
dc.subjectStatisticsen_US
dc.subjectModelsen_US
dc.subjectCoupled map latticesen_US
dc.subjectSmoothing (Statistics)en_US
dc.subjectResponse surfaces (Statistics)en_US
dc.titleExtending the Lattice-Based Smoother using a generalized additive modelen_US
dc.typeOtheren_US
dc.type.degreems
dc.identifier.departmentDepartment of Mathematics and Statistics
dc.contributor.chairMcIntyre, Julie
dc.contributor.committeeShort, Margaret
dc.contributor.committeeGoddard, Scott
refterms.dateFOA2020-03-05T16:14:44Z


Files in this item

Thumbnail
Name:
Rakhmetova_G_2017.pdf
Size:
3.646Mb
Format:
PDF

This item appears in the following Collection(s)

Show simple item record