Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296708557> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4296708557 abstract "Abstract We propose a unified framework for likelihood‐based regression modeling when the response variable has finite support. Our work is motivated by the fact that, in practice, observed data are discrete and bounded. The proposed methods assume a model which includes models previously considered for interval‐censored variables with log‐concave distributions as special cases. The resulting log‐likelihood is concave, which we use to establish asymptotic normality of its maximizer as the number of observations n tends to infinity with the number of parameters d fixed, and rates of convergence of L 1 ‐regularized estimators when the true parameter vector is sparse and d and n both tend to infinity with . We consider an inexact proximal Newton algorithm for computing estimates and give theoretical guarantees for its convergence. The range of possible applications is wide, including but not limited to survival analysis in discrete time, the modeling of outcomes on scored surveys and questionnaires, and, more generally, interval‐censored regression. The applicability and usefulness of the proposed methods are illustrated in simulations and data examples." @default.
- W4296708557 created "2022-09-23" @default.
- W4296708557 creator A5013466700 @default.
- W4296708557 creator A5062707573 @default.
- W4296708557 date "2022-11-08" @default.
- W4296708557 modified "2023-09-30" @default.
- W4296708557 title "Concave likelihood‐based regression with finite‐support response variables" @default.
- W4296708557 cites W2011655966 @default.
- W4296708557 cites W2024759538 @default.
- W4296708557 cites W2057270143 @default.
- W4296708557 cites W2064207173 @default.
- W4296708557 cites W2080373387 @default.
- W4296708557 cites W2100556411 @default.
- W4296708557 cites W2131529542 @default.
- W4296708557 cites W2135369095 @default.
- W4296708557 cites W2160450758 @default.
- W4296708557 cites W2162870776 @default.
- W4296708557 cites W2167834874 @default.
- W4296708557 cites W2259439942 @default.
- W4296708557 cites W2480530026 @default.
- W4296708557 cites W2755627547 @default.
- W4296708557 cites W2950190315 @default.
- W4296708557 cites W2995995020 @default.
- W4296708557 cites W3016787610 @default.
- W4296708557 cites W3133421922 @default.
- W4296708557 cites W3190695948 @default.
- W4296708557 cites W3194196767 @default.
- W4296708557 cites W4294541781 @default.
- W4296708557 doi "https://doi.org/10.1111/biom.13760" @default.
- W4296708557 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36128638" @default.
- W4296708557 hasPublicationYear "2022" @default.
- W4296708557 type Work @default.
- W4296708557 citedByCount "0" @default.
- W4296708557 crossrefType "journal-article" @default.
- W4296708557 hasAuthorship W4296708557A5013466700 @default.
- W4296708557 hasAuthorship W4296708557A5062707573 @default.
- W4296708557 hasBestOaLocation W42967085571 @default.
- W4296708557 hasConcept C105795698 @default.
- W4296708557 hasConcept C114614502 @default.
- W4296708557 hasConcept C127162648 @default.
- W4296708557 hasConcept C134306372 @default.
- W4296708557 hasConcept C152877465 @default.
- W4296708557 hasConcept C159985019 @default.
- W4296708557 hasConcept C162324750 @default.
- W4296708557 hasConcept C185429906 @default.
- W4296708557 hasConcept C192562407 @default.
- W4296708557 hasConcept C204323151 @default.
- W4296708557 hasConcept C2777303404 @default.
- W4296708557 hasConcept C2778067643 @default.
- W4296708557 hasConcept C28826006 @default.
- W4296708557 hasConcept C31258907 @default.
- W4296708557 hasConcept C33923547 @default.
- W4296708557 hasConcept C34388435 @default.
- W4296708557 hasConcept C41008148 @default.
- W4296708557 hasConcept C50522688 @default.
- W4296708557 hasConcept C57869625 @default.
- W4296708557 hasConcept C97379794 @default.
- W4296708557 hasConceptScore W4296708557C105795698 @default.
- W4296708557 hasConceptScore W4296708557C114614502 @default.
- W4296708557 hasConceptScore W4296708557C127162648 @default.
- W4296708557 hasConceptScore W4296708557C134306372 @default.
- W4296708557 hasConceptScore W4296708557C152877465 @default.
- W4296708557 hasConceptScore W4296708557C159985019 @default.
- W4296708557 hasConceptScore W4296708557C162324750 @default.
- W4296708557 hasConceptScore W4296708557C185429906 @default.
- W4296708557 hasConceptScore W4296708557C192562407 @default.
- W4296708557 hasConceptScore W4296708557C204323151 @default.
- W4296708557 hasConceptScore W4296708557C2777303404 @default.
- W4296708557 hasConceptScore W4296708557C2778067643 @default.
- W4296708557 hasConceptScore W4296708557C28826006 @default.
- W4296708557 hasConceptScore W4296708557C31258907 @default.
- W4296708557 hasConceptScore W4296708557C33923547 @default.
- W4296708557 hasConceptScore W4296708557C34388435 @default.
- W4296708557 hasConceptScore W4296708557C41008148 @default.
- W4296708557 hasConceptScore W4296708557C50522688 @default.
- W4296708557 hasConceptScore W4296708557C57869625 @default.
- W4296708557 hasConceptScore W4296708557C97379794 @default.
- W4296708557 hasLocation W42967085571 @default.
- W4296708557 hasLocation W42967085572 @default.
- W4296708557 hasLocation W42967085573 @default.
- W4296708557 hasOpenAccess W4296708557 @default.
- W4296708557 hasPrimaryLocation W42967085571 @default.
- W4296708557 hasRelatedWork W1988224349 @default.
- W4296708557 hasRelatedWork W1989262972 @default.
- W4296708557 hasRelatedWork W2072090478 @default.
- W4296708557 hasRelatedWork W2171635119 @default.
- W4296708557 hasRelatedWork W2514157394 @default.
- W4296708557 hasRelatedWork W3021457118 @default.
- W4296708557 hasRelatedWork W3195206662 @default.
- W4296708557 hasRelatedWork W3214543110 @default.
- W4296708557 hasRelatedWork W4226153041 @default.
- W4296708557 hasRelatedWork W4377864670 @default.
- W4296708557 isParatext "false" @default.
- W4296708557 isRetracted "false" @default.
- W4296708557 workType "article" @default.