Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206989363> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4206989363 endingPage "121" @default.
- W4206989363 startingPage "86" @default.
- W4206989363 abstract "This article considers a framelet block‐thresholding method for estimating mean and covariance functions from discretely sampled noisy observations. Estimated convergence rates are established for all types of sampling schemes. In particular, the results reveal a phase transition phenomenon related to the number of observations on each curve. It is shown that the proposed procedures are adaptive in automatically adjusting the smoothness properties of the underlying mean and covariance functions. In contrast, theoretical results for other smoothing methods hold in the setting where smoothness parameters are assumed to be known, since the regularization parameters of estimators that depend on smoothness properties need to be chosen carefully. Simulation studies are provided to offer empirical support for the theoretical results. A comparison with other methods demonstrates that the proposed method outperforms in adaptivity. An application to a real dataset is also provided to illustrate the proposed estimation procedure." @default.
- W4206989363 created "2022-01-26" @default.
- W4206989363 creator A5022224799 @default.
- W4206989363 creator A5060777729 @default.
- W4206989363 date "2022-01-24" @default.
- W4206989363 modified "2023-10-17" @default.
- W4206989363 title "Adaptive estimation for functional data: Using a framelet block‐thresholding method" @default.
- W4206989363 cites W16794263 @default.
- W4206989363 cites W1995405579 @default.
- W4206989363 cites W2026877776 @default.
- W4206989363 cites W2042667113 @default.
- W4206989363 cites W2046594688 @default.
- W4206989363 cites W2103453943 @default.
- W4206989363 cites W2107193723 @default.
- W4206989363 cites W2107520465 @default.
- W4206989363 cites W2125555749 @default.
- W4206989363 cites W2144148350 @default.
- W4206989363 cites W2155729182 @default.
- W4206989363 cites W2159059332 @default.
- W4206989363 cites W2161830793 @default.
- W4206989363 cites W2519384156 @default.
- W4206989363 cites W2752318648 @default.
- W4206989363 cites W2767274331 @default.
- W4206989363 cites W2781502722 @default.
- W4206989363 cites W2798816298 @default.
- W4206989363 cites W3081285128 @default.
- W4206989363 cites W3084435116 @default.
- W4206989363 cites W3101791986 @default.
- W4206989363 cites W3210683593 @default.
- W4206989363 cites W4205685297 @default.
- W4206989363 cites W621923488 @default.
- W4206989363 cites W649348608 @default.
- W4206989363 doi "https://doi.org/10.1002/cjs.11682" @default.
- W4206989363 hasPublicationYear "2022" @default.
- W4206989363 type Work @default.
- W4206989363 citedByCount "1" @default.
- W4206989363 countsByYear W42069893632022 @default.
- W4206989363 crossrefType "journal-article" @default.
- W4206989363 hasAuthorship W4206989363A5022224799 @default.
- W4206989363 hasAuthorship W4206989363A5060777729 @default.
- W4206989363 hasConcept C102634674 @default.
- W4206989363 hasConcept C105795698 @default.
- W4206989363 hasConcept C11413529 @default.
- W4206989363 hasConcept C115961682 @default.
- W4206989363 hasConcept C126255220 @default.
- W4206989363 hasConcept C134306372 @default.
- W4206989363 hasConcept C154945302 @default.
- W4206989363 hasConcept C162324750 @default.
- W4206989363 hasConcept C178650346 @default.
- W4206989363 hasConcept C185429906 @default.
- W4206989363 hasConcept C191178318 @default.
- W4206989363 hasConcept C2524010 @default.
- W4206989363 hasConcept C2776135515 @default.
- W4206989363 hasConcept C2777210771 @default.
- W4206989363 hasConcept C2777303404 @default.
- W4206989363 hasConcept C33923547 @default.
- W4206989363 hasConcept C3770464 @default.
- W4206989363 hasConcept C41008148 @default.
- W4206989363 hasConcept C50522688 @default.
- W4206989363 hasConceptScore W4206989363C102634674 @default.
- W4206989363 hasConceptScore W4206989363C105795698 @default.
- W4206989363 hasConceptScore W4206989363C11413529 @default.
- W4206989363 hasConceptScore W4206989363C115961682 @default.
- W4206989363 hasConceptScore W4206989363C126255220 @default.
- W4206989363 hasConceptScore W4206989363C134306372 @default.
- W4206989363 hasConceptScore W4206989363C154945302 @default.
- W4206989363 hasConceptScore W4206989363C162324750 @default.
- W4206989363 hasConceptScore W4206989363C178650346 @default.
- W4206989363 hasConceptScore W4206989363C185429906 @default.
- W4206989363 hasConceptScore W4206989363C191178318 @default.
- W4206989363 hasConceptScore W4206989363C2524010 @default.
- W4206989363 hasConceptScore W4206989363C2776135515 @default.
- W4206989363 hasConceptScore W4206989363C2777210771 @default.
- W4206989363 hasConceptScore W4206989363C2777303404 @default.
- W4206989363 hasConceptScore W4206989363C33923547 @default.
- W4206989363 hasConceptScore W4206989363C3770464 @default.
- W4206989363 hasConceptScore W4206989363C41008148 @default.
- W4206989363 hasConceptScore W4206989363C50522688 @default.
- W4206989363 hasFunder F4320321001 @default.
- W4206989363 hasIssue "1" @default.
- W4206989363 hasLocation W42069893631 @default.
- W4206989363 hasOpenAccess W4206989363 @default.
- W4206989363 hasPrimaryLocation W42069893631 @default.
- W4206989363 hasRelatedWork W1493561834 @default.
- W4206989363 hasRelatedWork W1952833935 @default.
- W4206989363 hasRelatedWork W2020565182 @default.
- W4206989363 hasRelatedWork W2021116964 @default.
- W4206989363 hasRelatedWork W2042574171 @default.
- W4206989363 hasRelatedWork W2068075124 @default.
- W4206989363 hasRelatedWork W2070862915 @default.
- W4206989363 hasRelatedWork W2949187128 @default.
- W4206989363 hasRelatedWork W3122350962 @default.
- W4206989363 hasRelatedWork W4306309480 @default.
- W4206989363 hasVolume "50" @default.
- W4206989363 isParatext "false" @default.
- W4206989363 isRetracted "false" @default.
- W4206989363 workType "article" @default.