Matches in SemOpenAlex for { <https://semopenalex.org/work/W2117661330> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W2117661330 abstract "Motivated by promising experimental results, this paper investigates the theoretical properties of a recently proposed nonparametric estimator, called the Mutual Nearest Neighbors rule, which estimates the regression function m(x) = E[Y|X = x] as follows: first identify the k nearest neighbors of x in the sample Dn, then keep only those for which x is itself one of the k nearest neighbors, and finally take the average over the corresponding response variables. We prove that this estimator is consistent and that its rate of convergence is optimal. Since the estimate with the optimal rate of convergence depends on the unknown distribution of the observations, we also present adaptation results by data-splitting." @default.
- W2117661330 created "2016-06-24" @default.
- W2117661330 creator A5021947576 @default.
- W2117661330 creator A5051793615 @default.
- W2117661330 date "2013-01-01" @default.
- W2117661330 modified "2023-10-16" @default.
- W2117661330 title "On the mutual nearest neighbors estimate in regression" @default.
- W2117661330 cites W1484867920 @default.
- W2117661330 cites W1523004878 @default.
- W2117661330 cites W1555033159 @default.
- W2117661330 cites W1564947197 @default.
- W2117661330 cites W1606406979 @default.
- W2117661330 cites W1965909414 @default.
- W2117661330 cites W1967689506 @default.
- W2117661330 cites W2006783977 @default.
- W2117661330 cites W2020735245 @default.
- W2117661330 cites W2035457324 @default.
- W2117661330 cites W2038845890 @default.
- W2117661330 cites W2058772015 @default.
- W2117661330 cites W2059507684 @default.
- W2117661330 cites W2066059053 @default.
- W2117661330 cites W2076188996 @default.
- W2117661330 cites W2097996627 @default.
- W2117661330 cites W2099205517 @default.
- W2117661330 cites W2106673546 @default.
- W2117661330 cites W2125687350 @default.
- W2117661330 cites W2128025294 @default.
- W2117661330 cites W2156365280 @default.
- W2117661330 cites W2157133710 @default.
- W2117661330 hasPublicationYear "2013" @default.
- W2117661330 type Work @default.
- W2117661330 sameAs 2117661330 @default.
- W2117661330 citedByCount "3" @default.
- W2117661330 countsByYear W21176613302016 @default.
- W2117661330 countsByYear W21176613302019 @default.
- W2117661330 crossrefType "journal-article" @default.
- W2117661330 hasAuthorship W2117661330A5021947576 @default.
- W2117661330 hasAuthorship W2117661330A5051793615 @default.
- W2117661330 hasConcept C105795698 @default.
- W2117661330 hasConcept C205649164 @default.
- W2117661330 hasConcept C33923547 @default.
- W2117661330 hasConcept C41008148 @default.
- W2117661330 hasConcept C83546350 @default.
- W2117661330 hasConceptScore W2117661330C105795698 @default.
- W2117661330 hasConceptScore W2117661330C205649164 @default.
- W2117661330 hasConceptScore W2117661330C33923547 @default.
- W2117661330 hasConceptScore W2117661330C41008148 @default.
- W2117661330 hasConceptScore W2117661330C83546350 @default.
- W2117661330 hasLocation W21176613301 @default.
- W2117661330 hasLocation W21176613302 @default.
- W2117661330 hasOpenAccess W2117661330 @default.
- W2117661330 hasPrimaryLocation W21176613301 @default.
- W2117661330 hasRelatedWork W1587224694 @default.
- W2117661330 hasRelatedWork W1979597421 @default.
- W2117661330 hasRelatedWork W2007980826 @default.
- W2117661330 hasRelatedWork W2061531152 @default.
- W2117661330 hasRelatedWork W2077600819 @default.
- W2117661330 hasRelatedWork W2748952813 @default.
- W2117661330 hasRelatedWork W2899084033 @default.
- W2117661330 hasRelatedWork W3002753104 @default.
- W2117661330 hasRelatedWork W4225152035 @default.
- W2117661330 hasRelatedWork W4245490552 @default.
- W2117661330 isParatext "false" @default.
- W2117661330 isRetracted "false" @default.
- W2117661330 magId "2117661330" @default.
- W2117661330 workType "article" @default.