FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891723690> ?p ?o ?g. }

• W2891723690 abstract "Ever since the proof of asymptotic normality of maximum likelihood estimator by Cramer (1946), it has been understood that a basic technique of the Taylor series expansion suffices for asymptotics of $M$-estimators with smooth/differentiable loss function. Although the Taylor series expansion is a purely deterministic tool, the realization that the asymptotic normality results can also be made deterministic (and so finite sample) received far less attention. With the advent of big data and high-dimensional statistics, the need for finite sample results has increased. In this paper, we use the (well-known) Banach fixed point theorem to derive various deterministic inequalities that lead to the classical results when studied under randomness. In addition, we provide applications of these deterministic inequalities for crossvalidation/subsampling, marginal screening and uniform-in-submodel results that are very useful for post-selection inference and in the study of post-regularization estimators. Our results apply to many classical estimators, in particular, generalized linear models, non-linear regression and cox proportional hazards model. Extensions to non-smooth and constrained problems are also discussed." @default.
• W2891723690 created "2018-09-27" @default.
• W2891723690 creator A5066649482 @default.
• W2891723690 date "2018-09-13" @default.
• W2891723690 modified "2023-09-27" @default.
• W2891723690 title "Deterministic Inequalities for Smooth M-estimators" @default.
• W2891723690 cites W1497683195 @default.
• W2891723690 cites W1545502309 @default.
• W2891723690 cites W1627839092 @default.
• W2891723690 cites W1964215608 @default.
• W2891723690 cites W1970169910 @default.
• W2891723690 cites W1982027431 @default.
• W2891723690 cites W1984347506 @default.
• W2891723690 cites W1992688650 @default.
• W2891723690 cites W1999292989 @default.
• W2891723690 cites W2032218588 @default.
• W2891723690 cites W2033872649 @default.
• W2891723690 cites W2054435707 @default.
• W2891723690 cites W2065892221 @default.
• W2891723690 cites W2084590216 @default.
• W2891723690 cites W2094644779 @default.
• W2891723690 cites W2099756352 @default.
• W2891723690 cites W2134829400 @default.
• W2891723690 cites W2162021125 @default.
• W2891723690 cites W2402850784 @default.
• W2891723690 cites W2514392868 @default.
• W2891723690 cites W2565809165 @default.
• W2891723690 cites W2592998600 @default.
• W2891723690 cites W2781265205 @default.
• W2891723690 cites W2786668885 @default.
• W2891723690 cites W2805262964 @default.
• W2891723690 cites W2807215287 @default.
• W2891723690 cites W2883246614 @default.
• W2891723690 cites W2963629083 @default.
• W2891723690 cites W2963981973 @default.
• W2891723690 cites W3103629980 @default.
• W2891723690 cites W388179047 @default.
• W2891723690 cites W55848811 @default.
• W2891723690 cites W24663394 @default.
• W2891723690 hasPublicationYear "2018" @default.
• W2891723690 type Work @default.
• W2891723690 sameAs 2891723690 @default.
• W2891723690 citedByCount "5" @default.
• W2891723690 countsByYear W28917236902018 @default.
• W2891723690 countsByYear W28917236902019 @default.
• W2891723690 countsByYear W28917236902021 @default.
• W2891723690 crossrefType "posted-content" @default.
• W2891723690 hasAuthorship W2891723690A5066649482 @default.
• W2891723690 hasConcept C105795698 @default.
• W2891723690 hasConcept C125112378 @default.
• W2891723690 hasConcept C134306372 @default.
• W2891723690 hasConcept C143724316 @default.
• W2891723690 hasConcept C151730666 @default.
• W2891723690 hasConcept C154945302 @default.
• W2891723690 hasConcept C158946198 @default.
• W2891723690 hasConcept C185429906 @default.
• W2891723690 hasConcept C202615002 @default.
• W2891723690 hasConcept C2776214188 @default.
• W2891723690 hasConcept C28826006 @default.
• W2891723690 hasConcept C33923547 @default.
• W2891723690 hasConcept C41008148 @default.
• W2891723690 hasConcept C65778772 @default.
• W2891723690 hasConcept C86803240 @default.
• W2891723690 hasConceptScore W2891723690C105795698 @default.
• W2891723690 hasConceptScore W2891723690C125112378 @default.
• W2891723690 hasConceptScore W2891723690C134306372 @default.
• W2891723690 hasConceptScore W2891723690C143724316 @default.
• W2891723690 hasConceptScore W2891723690C151730666 @default.
• W2891723690 hasConceptScore W2891723690C154945302 @default.
• W2891723690 hasConceptScore W2891723690C158946198 @default.
• W2891723690 hasConceptScore W2891723690C185429906 @default.
• W2891723690 hasConceptScore W2891723690C202615002 @default.
• W2891723690 hasConceptScore W2891723690C2776214188 @default.
• W2891723690 hasConceptScore W2891723690C28826006 @default.
• W2891723690 hasConceptScore W2891723690C33923547 @default.
• W2891723690 hasConceptScore W2891723690C41008148 @default.
• W2891723690 hasConceptScore W2891723690C65778772 @default.
• W2891723690 hasConceptScore W2891723690C86803240 @default.
• W2891723690 hasLocation W28917236901 @default.
• W2891723690 hasOpenAccess W2891723690 @default.
• W2891723690 hasPrimaryLocation W28917236901 @default.
• W2891723690 hasRelatedWork W1495764018 @default.
• W2891723690 hasRelatedWork W1593452097 @default.
• W2891723690 hasRelatedWork W1984691189 @default.
• W2891723690 hasRelatedWork W2012987612 @default.
• W2891723690 hasRelatedWork W2078703947 @default.
• W2891723690 hasRelatedWork W2085642742 @default.
• W2891723690 hasRelatedWork W2111570292 @default.
• W2891723690 hasRelatedWork W2113966655 @default.
• W2891723690 hasRelatedWork W2118632757 @default.
• W2891723690 hasRelatedWork W2905415487 @default.
• W2891723690 hasRelatedWork W2922523761 @default.
• W2891723690 hasRelatedWork W2951988776 @default.
• W2891723690 hasRelatedWork W3014420561 @default.
• W2891723690 hasRelatedWork W3048315181 @default.
• W2891723690 hasRelatedWork W3122972142 @default.
• W2891723690 hasRelatedWork W3123675120 @default.
• W2891723690 hasRelatedWork W3124445195 @default.
• W2891723690 hasRelatedWork W3141097567 @default.
• W2891723690 hasRelatedWork W333011769 @default.

• next