Mostra el registre d'ítem simple
A contingency table approach based on nearest neighbour relations for testing self and mixed correspondence
dc.contributor.author | Ceyhan, Elvan |
dc.date.accessioned | 2020-02-24T16:11:51Z |
dc.date.available | 2020-02-24T16:11:51Z |
dc.date.issued | 2018-12-21 |
dc.identifier.citation | Ceyhan, E. A contingency table approach based on nearest neighbour relations for testing self and mixed correspondence. "SORT", 21 Desembre 2018, vol. 1, p. 125-158. |
dc.identifier.issn | 1696-2281 |
dc.identifier.uri | http://hdl.handle.net/2117/178506 |
dc.description.abstract | Nearest neighbour methods are employed for drawing inferences about spatial patterns of points from two or more classes. We introduce a new pattern called correspondence which is motivated by (spatial) niche/habitat specificity and segregation, and define an associated contingency table called a correspondence contingency table, and examine the relation of correspondence with the motivating patterns (namely, segregation and niche specificity). We propose tests based on the correspondence contingency table for testing self and mixed correspondence and determine the appropriate null hypotheses and the underlying conditions appropriate for these tests. We compare finite sample performance of the tests in terms of empirical size and power by extensive Monte Carlo simulations and illustrate the methods on two artificial data sets and one real-life ecological data set. |
dc.format.extent | 34 p. |
dc.language.iso | eng |
dc.publisher | Institut d'Estadística de Catalunya |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
dc.subject.other | Association |
dc.subject.other | complete spatial randomness |
dc.subject.other | habitat/niche specificity |
dc.subject.other | independence |
dc.subject.other | random labelling |
dc.subject.other | segregation |
dc.title | A contingency table approach based on nearest neighbour relations for testing self and mixed correspondence |
dc.type | Article |
dc.description.peerreviewed | Peer Reviewed |
dc.subject.ams | Classificació AMS::62 Statistics::62P Applications |
dc.subject.ams | Classificació AMS::62 Statistics::62G Nonparametric inference |
dc.subject.ams | Classificació AMS::62 Statistics::62H Multivariate analysis |
dc.subject.ams | Classificació AMS::62 Statistics::62M Inference from stochastic processes |
dc.rights.access | Open Access |
local.citation.publicationName | SORT |
local.citation.volume | 1 |
local.citation.startingPage | 125 |
local.citation.endingPage | 158 |