Matches in SemOpenAlex for { <https://semopenalex.org/work/W2319319284> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2319319284 abstract "This paper studies the generalized functional linear model with a scalar response and a functional predictor. The response given the functional predictor is assumed to come from the distribution of an exponential family. A penalized likelihood approach is proposed to estimate the unknown intercept and coefficient function in the model. Inference tools such as point-wise confidence intervals of the coefficient function and the prediction intervals are derived. The minimax rate of convergence for the error in predicting the mean response is established. It is shown that the penalized likelihood estimator attains the optimal rate of convergence. Our simulations demonstrate a competitive performance against the existing approach. The method is further illustrated by an application of using the DTI tractography to distinguish corpus callosum tracts with multiple sclerosis from normal tracts." @default.
- W2319319284 created "2016-06-24" @default.
- W2319319284 creator A5058010200 @default.
- W2319319284 creator A5081755472 @default.
- W2319319284 date "2014-01-01" @default.
- W2319319284 modified "2023-09-23" @default.
- W2319319284 title "Penalized Likelihood Functional Regression" @default.
- W2319319284 cites W1487825358 @default.
- W2319319284 cites W1509296830 @default.
- W2319319284 cites W1511694993 @default.
- W2319319284 cites W1583788335 @default.
- W2319319284 cites W1966252828 @default.
- W2319319284 cites W1984080040 @default.
- W2319319284 cites W2027515083 @default.
- W2319319284 cites W2036144551 @default.
- W2319319284 cites W2037621316 @default.
- W2319319284 cites W2064801606 @default.
- W2319319284 cites W2067165060 @default.
- W2319319284 cites W2074561577 @default.
- W2319319284 cites W2081256462 @default.
- W2319319284 cites W2082483588 @default.
- W2319319284 cites W2123182750 @default.
- W2319319284 cites W2143220485 @default.
- W2319319284 cites W2146766088 @default.
- W2319319284 cites W2662292 @default.
- W2319319284 cites W3021971632 @default.
- W2319319284 cites W3100683829 @default.
- W2319319284 doi "https://doi.org/10.5705/ss.2012.235" @default.
- W2319319284 hasPublicationYear "2014" @default.
- W2319319284 type Work @default.
- W2319319284 sameAs 2319319284 @default.
- W2319319284 citedByCount "15" @default.
- W2319319284 countsByYear W23193192842014 @default.
- W2319319284 countsByYear W23193192842016 @default.
- W2319319284 countsByYear W23193192842017 @default.
- W2319319284 countsByYear W23193192842018 @default.
- W2319319284 countsByYear W23193192842019 @default.
- W2319319284 countsByYear W23193192842020 @default.
- W2319319284 countsByYear W23193192842021 @default.
- W2319319284 countsByYear W23193192842022 @default.
- W2319319284 countsByYear W23193192842023 @default.
- W2319319284 crossrefType "journal-article" @default.
- W2319319284 hasAuthorship W2319319284A5058010200 @default.
- W2319319284 hasAuthorship W2319319284A5081755472 @default.
- W2319319284 hasConcept C105795698 @default.
- W2319319284 hasConcept C152877465 @default.
- W2319319284 hasConcept C33923547 @default.
- W2319319284 hasConcept C41008148 @default.
- W2319319284 hasConcept C83546350 @default.
- W2319319284 hasConceptScore W2319319284C105795698 @default.
- W2319319284 hasConceptScore W2319319284C152877465 @default.
- W2319319284 hasConceptScore W2319319284C33923547 @default.
- W2319319284 hasConceptScore W2319319284C41008148 @default.
- W2319319284 hasConceptScore W2319319284C83546350 @default.
- W2319319284 hasLocation W23193192841 @default.
- W2319319284 hasOpenAccess W2319319284 @default.
- W2319319284 hasPrimaryLocation W23193192841 @default.
- W2319319284 hasRelatedWork W1980588930 @default.
- W2319319284 hasRelatedWork W2062105804 @default.
- W2319319284 hasRelatedWork W2080727847 @default.
- W2319319284 hasRelatedWork W2119696881 @default.
- W2319319284 hasRelatedWork W2374407646 @default.
- W2319319284 hasRelatedWork W2375721435 @default.
- W2319319284 hasRelatedWork W4290879003 @default.
- W2319319284 hasRelatedWork W4297435300 @default.
- W2319319284 hasRelatedWork W4366821931 @default.
- W2319319284 hasRelatedWork W2738033194 @default.
- W2319319284 isParatext "false" @default.
- W2319319284 isRetracted "false" @default.
- W2319319284 magId "2319319284" @default.
- W2319319284 workType "article" @default.