This HTML5 document contains 128 embedded RDF statements represented using HTML+Microdata notation.

The embedded RDF content will be recognized by any processor of HTML5 Microdata.

Namespace Prefixes

PrefixIRI
dctermshttp://purl.org/dc/terms/
dbohttp://dbpedia.org/ontology/
n18http://dbpedia.org/resource/File:
foafhttp://xmlns.com/foaf/0.1/
dbpedia-eshttp://es.dbpedia.org/resource/
n24https://global.dbpedia.org/id/
yagohttp://dbpedia.org/class/yago/
dbthttp://dbpedia.org/resource/Template:
rdfshttp://www.w3.org/2000/01/rdf-schema#
n21http://projecteuclid.org/download/pdfview_1/euclid.aoas/
freebasehttp://rdf.freebase.com/ns/
n22https://cran.r-project.org/web/packages/energy/
n16https://zenodo.org/record/
n12http://commons.wikimedia.org/wiki/Special:FilePath/
rdfhttp://www.w3.org/1999/02/22-rdf-syntax-ns#
owlhttp://www.w3.org/2002/07/owl#
wikipedia-enhttp://en.wikipedia.org/wiki/
dbphttp://dbpedia.org/property/
provhttp://www.w3.org/ns/prov#
dbchttp://dbpedia.org/resource/Category:
xsdhhttp://www.w3.org/2001/XMLSchema#
wikidatahttp://www.wikidata.org/entity/
goldhttp://purl.org/linguistics/gold/
dbrhttp://dbpedia.org/resource/
n17http://personal.bgsu.edu/~mrizzo/

Statements

Subject Item
dbr:Energy_distance
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Variance_function
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Pearson_correlation_coefficient
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Standard_deviation
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Correlation
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Correlation_coefficient
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Empirical_characteristic_function
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Gábor_J._Székely
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Hoeffding's_independence_test
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Distance_correlation
rdf:type
yago:Move100165942 yago:YagoPermanentlyLocatedEntity yago:Maneuver100168237 yago:Event100029378 dbo:Software yago:Decision100162632 yago:PsychologicalFeature100023100 yago:Abstraction100002137 yago:WikicatStatisticalDistanceMeasures yago:Act100030358 yago:Choice100161243 yago:Measure100174412 yago:Action100037396
rdfs:label
Distance correlation Correlación de la distancia
rdfs:comment
In statistics and in probability theory, distance correlation or distance covariance is a measure of dependence between two paired random vectors of arbitrary, not necessarily equal, dimension. The population distance correlation coefficient is zero if and only if the random vectors are independent. Thus, distance correlation measures both linear and nonlinear association between two random variables or random vectors. This is in contrast to Pearson's correlation, which can only detect linear association between two random variables. En estadística y en teoría de la probabilidad, la correlación de la distancia o covarianza de la distancia es una medida de dependencia entre dos vectores aleatorios emparejados, de dimensión arbitraria y no necesariamente igual. El coeficiente de correlación de la distancia poblacional es cero si y solo si los vectores aleatorios son independientes. Por lo tanto, la correlación de la distancia mide tanto la asociación lineal como la no lineal entre dos variables aleatorias o vectores aleatorios. Esto contrasta con el coeficiente de correlación de Pearson, que solo puede detectar una asociación lineal entre dos variables aleatorias.
foaf:depiction
n12:Distance_Correlation_Examples.svg
dcterms:subject
dbc:Statistical_distance dbc:Covariance_and_correlation dbc:Theory_of_probability_distributions
dbo:wikiPageID
28217722
dbo:wikiPageRevisionID
1108834370
dbo:wikiPageWikiLink
dbr:The_Annals_of_Statistics dbr:Random_variables dbr:Permutation_test dbr:Euclidean_distance dbr:Characteristic_function_(probability_theory) dbr:Mean_absolute_difference dbr:Karolinum_Press dbr:Statistics_&_Probability_Letters dbr:R_(programming_language) dbr:Correlation dbr:Random_variable dbr:Norm_(mathematics) dbr:Statistical_hypothesis_testing dbr:Distance_matrix dbr:Pearson_product-moment_correlation_coefficient dbr:Distance_correlation dbr:Statistical_power dbr:Expected_value dbr:Euclidean_vector dbr:Independent_component_analysis dbr:Pearson's_correlation dbr:The_Annals_of_Applied_Statistics dbr:Euclidean_norm dbr:Canonical_correlation_analysis n18:Distance_Correlation_Examples.svg dbr:Corrado_Gini dbr:Biometrika dbr:Gábor_J._Székely dbr:Statistics dbr:Energy_distance dbc:Statistical_distance dbr:Hilbert_space dbr:Grand_mean dbr:Independence_(probability_theory) dbr:Probability_theory dbr:Brownian_motion dbc:Covariance_and_correlation dbr:Skewness dbc:Theory_of_probability_distributions dbr:Wiener_process dbr:Statistical_sample dbr:Covariance dbr:Metric_space dbr:Moment_(mathematics) dbr:Random_vector dbr:RV_coefficient dbr:Proceedings_of_the_Royal_Society dbr:Isometry dbr:Orthonormal_matrix dbr:Independent_and_identically_distributed_random_variables
dbo:wikiPageExternalLink
n16:1431597 n17:energy.htm n21:1267453933 n21:1267453934 n22:index.html
owl:sameAs
freebase:m.0cn_7g4 wikidata:Q5282862 dbpedia-es:Correlación_de_la_distancia n24:4ivHh
dbp:wikiPageUsesTemplate
dbt:Ordered_list dbt:Sfn dbt:Pn dbt:Reflist dbt:Math dbt:Cite_journal dbt:Cite_web dbt:Norm dbt:Cite_book dbt:Mvar dbt:Abs
dbo:thumbnail
n12:Distance_Correlation_Examples.svg?width=300
dbo:abstract
In statistics and in probability theory, distance correlation or distance covariance is a measure of dependence between two paired random vectors of arbitrary, not necessarily equal, dimension. The population distance correlation coefficient is zero if and only if the random vectors are independent. Thus, distance correlation measures both linear and nonlinear association between two random variables or random vectors. This is in contrast to Pearson's correlation, which can only detect linear association between two random variables. Distance correlation can be used to perform a statistical test of dependence with a permutation test. One first computes the distance correlation (involving the re-centering of Euclidean distance matrices) between two random vectors, and then compares this value to the distance correlations of many shuffles of the data. En estadística y en teoría de la probabilidad, la correlación de la distancia o covarianza de la distancia es una medida de dependencia entre dos vectores aleatorios emparejados, de dimensión arbitraria y no necesariamente igual. El coeficiente de correlación de la distancia poblacional es cero si y solo si los vectores aleatorios son independientes. Por lo tanto, la correlación de la distancia mide tanto la asociación lineal como la no lineal entre dos variables aleatorias o vectores aleatorios. Esto contrasta con el coeficiente de correlación de Pearson, que solo puede detectar una asociación lineal entre dos variables aleatorias. La correlación de la distancia se puede utilizar para realizar una prueba estadística de dependencia con un remuestreo. En un primer paso se calcula la correlación de la distancia (que implica el recentrado de las matrices de la distancia euclidianas) entre dos vectores aleatorios, y luego se compara este valor con las correlaciones de la distancia de muchos cruces de datos.
gold:hypernym
dbr:Measure
prov:wasDerivedFrom
wikipedia-en:Distance_correlation?oldid=1108834370&ns=0
dbo:wikiPageLength
23979
foaf:isPrimaryTopicOf
wikipedia-en:Distance_correlation
Subject Item
dbr:Distance_matrix
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Maximal_information_coefficient
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Spearman's_rank_correlation_coefficient
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Distance_standard_deviation
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
dbr:List_of_statistics_articles
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:RV_coefficient
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Summary_statistics
dbo:wikiPageWikiLink
dbr:Distance_correlation
Subject Item
dbr:Brownian_covariance
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
dbr:Distance_Covariance
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
dbr:Distance_Variance
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
dbr:Distance_covariance
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
dbr:Distance_variance
dbo:wikiPageWikiLink
dbr:Distance_correlation
dbo:wikiPageRedirects
dbr:Distance_correlation
Subject Item
wikipedia-en:Distance_correlation
foaf:primaryTopic
dbr:Distance_correlation