{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T19:21:23Z","timestamp":1780082483781,"version":"3.54.0"},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2007,4,21]],"date-time":"2007-04-21T00:00:00Z","timestamp":1177113600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Statistics"],"published-print":{"date-parts":[[2007,8,13]]},"DOI":"10.1007\/s00180-007-0045-0","type":"journal-article","created":{"date-parts":[[2007,4,20]],"date-time":"2007-04-20T09:15:25Z","timestamp":1177060525000},"page":"353-369","source":"Crossref","is-referenced-by-count":90,"title":["Local smoothing regression with functional data"],"prefix":"10.1007","volume":"22","author":[{"given":"K.","family":"Benhenni","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"F.","family":"Ferraty","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Rachdi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"P.","family":"Vieu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2007,4,21]]},"reference":[{"issue":"3","key":"45_CR1","first-page":"571","volume":"13","author":"H Cardot","year":"2003","unstructured":"Cardot H, Ferraty F, Sarda P (2003) Spline estimators for the functional linear model. Stat Sin 13(3):571\u2013591","journal-title":"Stat Sin"},{"issue":"1\u20132","key":"45_CR2","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1080\/10485250310001622686","volume":"16","author":"F Ferraty","year":"2004","unstructured":"Ferraty F, Vieu P (2004) Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination. J Nonparametric Stat 16(1\u20132):111\u2013125","journal-title":"J Nonparametric Stat"},{"key":"45_CR3","volume-title":"Nonparametric functional data analysis: theory and practice","author":"F Ferraty","year":"2006","unstructured":"Ferraty F, Vieu P (2006) Nonparametric functional data analysis: theory and practice. Springer, Springer Series in Statistics, New York"},{"key":"45_CR4","volume-title":"Probabilities on algebraic structures","author":"U Grenander","year":"1963","unstructured":"Grenander U (1963) Probabilities on algebraic structures. Wiley, New York"},{"key":"45_CR5","first-page":"102","volume":"83","author":"W H\u00e4rdle","year":"1988","unstructured":"H\u00e4rdle W, Bowman A (1988) Bootrapping in nonparametric regression: local adaptive smoothing and confidence bands. J Am Stat Assoc 83:102\u2013110","journal-title":"J Am Stat Assoc"},{"issue":"4","key":"45_CR6","doi-asserted-by":"crossref","first-page":"1465","DOI":"10.1214\/aos\/1176349748","volume":"13","author":"W H\u00e4rdle","year":"1985","unstructured":"H\u00e4rdle W, Marron JS (1985) Optimal bandwidth selection in nonparametric regression function estimation. Ann Stat 13(4):1465\u20131481","journal-title":"Ann Stat"},{"key":"45_CR7","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/0047-259X(86)90021-7","volume":"20","author":"JS Marron","year":"1986","unstructured":"Marron JS, H\u00e4rdle W (1986) Random approximations to some measures of accuracy in nonparametric curve estimation. J Multivar Anal 20:91\u2013113","journal-title":"J Multivar Anal"},{"key":"45_CR8","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1214\/aos\/1176350260","volume":"15","author":"HG M\u00fcller","year":"1987","unstructured":"M\u00fcller HG, Stadtm\u00fcller U (1987) Variable bandwidth kernel estimators of regression curves. Ann Stat 15:182\u2013201","journal-title":"Ann Stat"},{"key":"45_CR9","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1137\/1109020","volume":"9","author":"EA Nadaraya","year":"1964","unstructured":"Nadaraya EA (1964) On estimating regression. Theory Probab. Appl. 9:141\u2013142","journal-title":"Theory Probab. Appl."},{"key":"45_CR10","doi-asserted-by":"crossref","unstructured":"Rachdi M, Vieu P (2006) Nonparametric regression for functional data: automatic smoothing parameter selection. J Stat Plann Inference (in press)","DOI":"10.1016\/j.jspi.2006.10.001"},{"key":"45_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-7107-7","volume-title":"Functional data analysis","author":"J Ramsay","year":"1997","unstructured":"Ramsay J, Silverman B (1997) Functional data analysis. Springer, Springer Series in Statistics, New York"},{"key":"45_CR12","doi-asserted-by":"crossref","DOI":"10.1007\/b98886","volume-title":"Applied functional data analysis. Methods and case studies","author":"J Ramsay","year":"2002","unstructured":"Ramsay J, Silverman B (2002) Applied functional data analysis. Methods and case studies. Springer, Springer Series in Statistics, New York"},{"issue":"2","key":"45_CR13","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1111\/j.2517-6161.1991.tb01837.x","volume":"53","author":"P Vieu","year":"1991","unstructured":"Vieu P (1991) Nonparametric regression: optimal local bandwidth choice. J R Stat Soc 53(2): 453\u2013464","journal-title":"J R Stat Soc"},{"key":"45_CR14","first-page":"359","volume":"26","author":"GS Watson","year":"1964","unstructured":"Watson GS (1964) Smooth regression analysis. Sankhya Ser. A 26:359\u2013372","journal-title":"Sankhya Ser. A"},{"key":"45_CR15","doi-asserted-by":"crossref","unstructured":"Whittle P (1960) Bounds for the moments of linear and quadratic forms in independent random variables (in russian). Teor. Verojatnost. I Primenen, 331\u2013335. Engl. Transl. Theory Probab. Appl. 5, pp 302\u2013305","DOI":"10.1137\/1105028"}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-007-0045-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00180-007-0045-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-007-0045-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T21:11:19Z","timestamp":1736975479000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00180-007-0045-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,4,21]]},"references-count":15,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2007,8,13]]}},"alternative-id":["45"],"URL":"https:\/\/doi.org\/10.1007\/s00180-007-0045-0","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"value":"0943-4062","type":"print"},{"value":"1613-9658","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,4,21]]}}}