Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208841983> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3208841983 abstract "We consider the problem of variable selection in varying-coefficient functional linear models, where multiple predictors are functions and a response is a scalar and depends on an exogenous variable. The varying-coefficient functional linear model is estimated by the penalized maximum likelihood method with the sparsity-inducing penalty. Tuning parameters that controls the degree of the penalization are determined by a model selection criterion. The proposed method can reveal which combination of functional predictors relates to the response, and furthermore how each predictor relates to the response by investigating coefficient surfaces. Simulation studies are provided to investigate the effectiveness of the proposed method. We also apply it to the analysis of crop yield data to investigate which combination of environmental factors relates to the amount of a crop yield." @default.
- W3208841983 created "2021-11-08" @default.
- W3208841983 creator A5019815418 @default.
- W3208841983 date "2021-10-24" @default.
- W3208841983 modified "2023-09-27" @default.
- W3208841983 title "Sparse varying-coefficient functional linear model" @default.
- W3208841983 cites W1589400987 @default.
- W3208841983 cites W163215356 @default.
- W3208841983 cites W1966604136 @default.
- W3208841983 cites W1993673615 @default.
- W3208841983 cites W2006206906 @default.
- W3208841983 cites W2007568722 @default.
- W3208841983 cites W2033527146 @default.
- W3208841983 cites W2038580754 @default.
- W3208841983 cites W2056592727 @default.
- W3208841983 cites W2067165060 @default.
- W3208841983 cites W2072250033 @default.
- W3208841983 cites W2075490785 @default.
- W3208841983 cites W2086205459 @default.
- W3208841983 cites W2122825543 @default.
- W3208841983 cites W2135046866 @default.
- W3208841983 cites W2138019504 @default.
- W3208841983 cites W2148443418 @default.
- W3208841983 cites W2153675946 @default.
- W3208841983 cites W2323665732 @default.
- W3208841983 cites W242540098 @default.
- W3208841983 cites W2593996946 @default.
- W3208841983 cites W2963591792 @default.
- W3208841983 cites W3032649269 @default.
- W3208841983 cites W3137136951 @default.
- W3208841983 cites W621923488 @default.
- W3208841983 doi "https://doi.org/10.48550/arxiv.2110.12599" @default.
- W3208841983 hasPublicationYear "2021" @default.
- W3208841983 type Work @default.
- W3208841983 sameAs 3208841983 @default.
- W3208841983 citedByCount "0" @default.
- W3208841983 crossrefType "posted-content" @default.
- W3208841983 hasAuthorship W3208841983A5019815418 @default.
- W3208841983 hasBestOaLocation W32088419831 @default.
- W3208841983 hasConcept C105795698 @default.
- W3208841983 hasConcept C126255220 @default.
- W3208841983 hasConcept C148483581 @default.
- W3208841983 hasConcept C154945302 @default.
- W3208841983 hasConcept C163175372 @default.
- W3208841983 hasConcept C186060115 @default.
- W3208841983 hasConcept C2524010 @default.
- W3208841983 hasConcept C28826006 @default.
- W3208841983 hasConcept C33923547 @default.
- W3208841983 hasConcept C41008148 @default.
- W3208841983 hasConcept C57691317 @default.
- W3208841983 hasConcept C81917197 @default.
- W3208841983 hasConcept C86803240 @default.
- W3208841983 hasConcept C93959086 @default.
- W3208841983 hasConceptScore W3208841983C105795698 @default.
- W3208841983 hasConceptScore W3208841983C126255220 @default.
- W3208841983 hasConceptScore W3208841983C148483581 @default.
- W3208841983 hasConceptScore W3208841983C154945302 @default.
- W3208841983 hasConceptScore W3208841983C163175372 @default.
- W3208841983 hasConceptScore W3208841983C186060115 @default.
- W3208841983 hasConceptScore W3208841983C2524010 @default.
- W3208841983 hasConceptScore W3208841983C28826006 @default.
- W3208841983 hasConceptScore W3208841983C33923547 @default.
- W3208841983 hasConceptScore W3208841983C41008148 @default.
- W3208841983 hasConceptScore W3208841983C57691317 @default.
- W3208841983 hasConceptScore W3208841983C81917197 @default.
- W3208841983 hasConceptScore W3208841983C86803240 @default.
- W3208841983 hasConceptScore W3208841983C93959086 @default.
- W3208841983 hasLocation W32088419831 @default.
- W3208841983 hasOpenAccess W3208841983 @default.
- W3208841983 hasPrimaryLocation W32088419831 @default.
- W3208841983 hasRelatedWork W1999504378 @default.
- W3208841983 hasRelatedWork W2008642524 @default.
- W3208841983 hasRelatedWork W2045956890 @default.
- W3208841983 hasRelatedWork W2120662167 @default.
- W3208841983 hasRelatedWork W229441105 @default.
- W3208841983 hasRelatedWork W2351859806 @default.
- W3208841983 hasRelatedWork W2956374624 @default.
- W3208841983 hasRelatedWork W3008867523 @default.
- W3208841983 hasRelatedWork W3121485850 @default.
- W3208841983 hasRelatedWork W956171182 @default.
- W3208841983 isParatext "false" @default.
- W3208841983 isRetracted "false" @default.
- W3208841983 magId "3208841983" @default.
- W3208841983 workType "article" @default.