Matches in SemOpenAlex for { <https://semopenalex.org/work/W2804415706> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2804415706 abstract "The $gamma$-divergence is well-known for having strong robustness against heavy contamination. By virtue of this property, many applications via the $gamma$-divergence have been proposed. There are two types of gd for regression problem, in which the treatments of base measure are different. In this paper, we compare them and pointed out a distinct difference between these two divergences under heterogeneous contamination where the outlier ratio depends on the explanatory variable. One divergence has the strong robustness under heterogeneous contamination. The other does not have in general, but has when the parametric model of the response variable belongs to a location-scale family in which the scale does not depend on the explanatory variables or under homogeneous contamination where the outlier ratio does not depend on the explanatory variable. citet{hung.etal.2017} discussed the strong robustness in a logistic regression model with an additional assumption that the tuning parameter $gamma$ is sufficiently large. The results obtained in this paper hold for any parametric model without such an additional assumption." @default.
- W2804415706 created "2018-06-01" @default.
- W2804415706 creator A5000131952 @default.
- W2804415706 creator A5081923476 @default.
- W2804415706 date "2018-05-16" @default.
- W2804415706 modified "2023-09-27" @default.
- W2804415706 title "On Difference Between Two Types of $gamma$-divergence for Regression" @default.
- W2804415706 cites W149129625 @default.
- W2804415706 cites W2035641621 @default.
- W2804415706 cites W2109648321 @default.
- W2804415706 hasPublicationYear "2018" @default.
- W2804415706 type Work @default.
- W2804415706 sameAs 2804415706 @default.
- W2804415706 citedByCount "0" @default.
- W2804415706 crossrefType "posted-content" @default.
- W2804415706 hasAuthorship W2804415706A5000131952 @default.
- W2804415706 hasAuthorship W2804415706A5081923476 @default.
- W2804415706 hasConcept C104317684 @default.
- W2804415706 hasConcept C105795698 @default.
- W2804415706 hasConcept C117251300 @default.
- W2804415706 hasConcept C138885662 @default.
- W2804415706 hasConcept C149782125 @default.
- W2804415706 hasConcept C151956035 @default.
- W2804415706 hasConcept C152877465 @default.
- W2804415706 hasConcept C207390915 @default.
- W2804415706 hasConcept C33923547 @default.
- W2804415706 hasConcept C41895202 @default.
- W2804415706 hasConcept C48921125 @default.
- W2804415706 hasConcept C55493867 @default.
- W2804415706 hasConcept C63479239 @default.
- W2804415706 hasConcept C79337645 @default.
- W2804415706 hasConcept C86803240 @default.
- W2804415706 hasConceptScore W2804415706C104317684 @default.
- W2804415706 hasConceptScore W2804415706C105795698 @default.
- W2804415706 hasConceptScore W2804415706C117251300 @default.
- W2804415706 hasConceptScore W2804415706C138885662 @default.
- W2804415706 hasConceptScore W2804415706C149782125 @default.
- W2804415706 hasConceptScore W2804415706C151956035 @default.
- W2804415706 hasConceptScore W2804415706C152877465 @default.
- W2804415706 hasConceptScore W2804415706C207390915 @default.
- W2804415706 hasConceptScore W2804415706C33923547 @default.
- W2804415706 hasConceptScore W2804415706C41895202 @default.
- W2804415706 hasConceptScore W2804415706C48921125 @default.
- W2804415706 hasConceptScore W2804415706C55493867 @default.
- W2804415706 hasConceptScore W2804415706C63479239 @default.
- W2804415706 hasConceptScore W2804415706C79337645 @default.
- W2804415706 hasConceptScore W2804415706C86803240 @default.
- W2804415706 hasLocation W28044157061 @default.
- W2804415706 hasOpenAccess W2804415706 @default.
- W2804415706 hasPrimaryLocation W28044157061 @default.
- W2804415706 hasRelatedWork W179928990 @default.
- W2804415706 hasRelatedWork W1995050477 @default.
- W2804415706 hasRelatedWork W2042254170 @default.
- W2804415706 hasRelatedWork W2043061755 @default.
- W2804415706 hasRelatedWork W2052421726 @default.
- W2804415706 hasRelatedWork W2069088815 @default.
- W2804415706 hasRelatedWork W2075476118 @default.
- W2804415706 hasRelatedWork W2118494440 @default.
- W2804415706 hasRelatedWork W2119491313 @default.
- W2804415706 hasRelatedWork W2146415441 @default.
- W2804415706 hasRelatedWork W2188443948 @default.
- W2804415706 hasRelatedWork W2312632027 @default.
- W2804415706 hasRelatedWork W2347170016 @default.
- W2804415706 hasRelatedWork W2526946582 @default.
- W2804415706 hasRelatedWork W2600668304 @default.
- W2804415706 hasRelatedWork W2800072945 @default.
- W2804415706 hasRelatedWork W2920935693 @default.
- W2804415706 hasRelatedWork W2952526896 @default.
- W2804415706 hasRelatedWork W3039028478 @default.
- W2804415706 hasRelatedWork W847238886 @default.
- W2804415706 isParatext "false" @default.
- W2804415706 isRetracted "false" @default.
- W2804415706 magId "2804415706" @default.
- W2804415706 workType "article" @default.