Matches in SemOpenAlex for { <https://semopenalex.org/work/W2752062579> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2752062579 abstract "We derive expressions for the finite-sample distribution of the Lasso estimator in the context of a linear regression model with normally distributed errors in low as well as in high dimensions by exploiting the structure of the optimization problem defining the estimator. In low dimensions we assume full rank of the regressor matrix and present expressions for the cumulative distribution function as well as the densities of the absolutely continuous parts of the estimator. Additionally, we establish an explicit formula for the correspondence between the Lasso and the least-squares estimator. We derive analogous results for the distribution in less explicit form in high dimensions where we make no assumptions on the regressor matrix at all. In this setting, we also investigate the model selection properties of the Lasso and illustrate that which models may potentially be selected by the estimator might be completely independent of the observed response vector." @default.
- W2752062579 created "2017-09-15" @default.
- W2752062579 creator A5030060299 @default.
- W2752062579 creator A5044259075 @default.
- W2752062579 date "2017-08-31" @default.
- W2752062579 modified "2023-09-26" @default.
- W2752062579 title "On the Distribution and Model Selection Properties of the Lasso Estimator in Low and High Dimensions" @default.
- W2752062579 cites W2012328620 @default.
- W2752062579 cites W2020925091 @default.
- W2752062579 cites W2135046866 @default.
- W2752062579 cites W2152204644 @default.
- W2752062579 cites W2171171081 @default.
- W2752062579 cites W2354416370 @default.
- W2752062579 hasPublicationYear "2017" @default.
- W2752062579 type Work @default.
- W2752062579 sameAs 2752062579 @default.
- W2752062579 citedByCount "0" @default.
- W2752062579 crossrefType "posted-content" @default.
- W2752062579 hasAuthorship W2752062579A5030060299 @default.
- W2752062579 hasAuthorship W2752062579A5044259075 @default.
- W2752062579 hasConcept C105795698 @default.
- W2752062579 hasConcept C106487976 @default.
- W2752062579 hasConcept C110121322 @default.
- W2752062579 hasConcept C114614502 @default.
- W2752062579 hasConcept C126255220 @default.
- W2752062579 hasConcept C134306372 @default.
- W2752062579 hasConcept C136764020 @default.
- W2752062579 hasConcept C151730666 @default.
- W2752062579 hasConcept C159985019 @default.
- W2752062579 hasConcept C163175372 @default.
- W2752062579 hasConcept C164226766 @default.
- W2752062579 hasConcept C165646398 @default.
- W2752062579 hasConcept C185429906 @default.
- W2752062579 hasConcept C192562407 @default.
- W2752062579 hasConcept C203233044 @default.
- W2752062579 hasConcept C2779343474 @default.
- W2752062579 hasConcept C28826006 @default.
- W2752062579 hasConcept C33923547 @default.
- W2752062579 hasConcept C35594927 @default.
- W2752062579 hasConcept C37616216 @default.
- W2752062579 hasConcept C41008148 @default.
- W2752062579 hasConcept C86803240 @default.
- W2752062579 hasConcept C93959086 @default.
- W2752062579 hasConceptScore W2752062579C105795698 @default.
- W2752062579 hasConceptScore W2752062579C106487976 @default.
- W2752062579 hasConceptScore W2752062579C110121322 @default.
- W2752062579 hasConceptScore W2752062579C114614502 @default.
- W2752062579 hasConceptScore W2752062579C126255220 @default.
- W2752062579 hasConceptScore W2752062579C134306372 @default.
- W2752062579 hasConceptScore W2752062579C136764020 @default.
- W2752062579 hasConceptScore W2752062579C151730666 @default.
- W2752062579 hasConceptScore W2752062579C159985019 @default.
- W2752062579 hasConceptScore W2752062579C163175372 @default.
- W2752062579 hasConceptScore W2752062579C164226766 @default.
- W2752062579 hasConceptScore W2752062579C165646398 @default.
- W2752062579 hasConceptScore W2752062579C185429906 @default.
- W2752062579 hasConceptScore W2752062579C192562407 @default.
- W2752062579 hasConceptScore W2752062579C203233044 @default.
- W2752062579 hasConceptScore W2752062579C2779343474 @default.
- W2752062579 hasConceptScore W2752062579C28826006 @default.
- W2752062579 hasConceptScore W2752062579C33923547 @default.
- W2752062579 hasConceptScore W2752062579C35594927 @default.
- W2752062579 hasConceptScore W2752062579C37616216 @default.
- W2752062579 hasConceptScore W2752062579C41008148 @default.
- W2752062579 hasConceptScore W2752062579C86803240 @default.
- W2752062579 hasConceptScore W2752062579C93959086 @default.
- W2752062579 hasLocation W27520625791 @default.
- W2752062579 hasOpenAccess W2752062579 @default.
- W2752062579 hasPrimaryLocation W27520625791 @default.
- W2752062579 hasRelatedWork W1956301416 @default.
- W2752062579 hasRelatedWork W1980046789 @default.
- W2752062579 hasRelatedWork W1983699743 @default.
- W2752062579 hasRelatedWork W1984803228 @default.
- W2752062579 hasRelatedWork W2018747856 @default.
- W2752062579 hasRelatedWork W2177078035 @default.
- W2752062579 hasRelatedWork W2266192008 @default.
- W2752062579 hasRelatedWork W2740272948 @default.
- W2752062579 hasRelatedWork W2795987118 @default.
- W2752062579 hasRelatedWork W2796798649 @default.
- W2752062579 hasRelatedWork W2918761813 @default.
- W2752062579 hasRelatedWork W2951941752 @default.
- W2752062579 hasRelatedWork W2963781863 @default.
- W2752062579 hasRelatedWork W2996228413 @default.
- W2752062579 hasRelatedWork W3022446978 @default.
- W2752062579 hasRelatedWork W3121553376 @default.
- W2752062579 hasRelatedWork W3122243581 @default.
- W2752062579 hasRelatedWork W3133392554 @default.
- W2752062579 hasRelatedWork W3136206266 @default.
- W2752062579 hasRelatedWork W3156310190 @default.
- W2752062579 isParatext "false" @default.
- W2752062579 isRetracted "false" @default.
- W2752062579 magId "2752062579" @default.
- W2752062579 workType "article" @default.