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Asymptotic properties of Local Polynomial regression with missing data and correlated errors
dc.contributor.author | Pérez González, A. | |
dc.contributor.author | Vilar, Juan M. | |
dc.contributor.author | González Manteiga, Wenceslao | |
dc.date.accessioned | 2007-07-03T15:42:43Z | |
dc.date.available | 2007-07-03T15:42:43Z | |
dc.date.issued | 2007 | |
dc.identifier.citation | Aparecerá en Annals of the Institute of Statistical Mathematics | es_ES |
dc.identifier.uri | http://hdl.handle.net/2183/863 | |
dc.description.abstract | The main objective of this work is the nonparametric estimation of the regression function with correlated errors when observations are missing in the response variable. Two nonparametric estimators of the regression function are proposed. The asymptotic properties of these estimators are studied; expresions for the bias and the variance are obtained and the joint asymptotic normality is established. A simulation study is also included. | es_ES |
dc.description.sponsorship | Galicia. Consellería de Innovación, Industria e Comercio; PGIDT03PXIC10505PN | |
dc.description.sponsorship | Galicia. Consellería de Innovación, Industria e Comercio; PGIDT03PXIC20702PN | |
dc.description.sponsorship | Ministerio de Economía y Competitividad; MTM2005-00429 | |
dc.description.sponsorship | Ministerio de Economía y Competitividad; MTM2005-00820 | |
dc.format.mimetype | application/pdf | |
dc.language.iso | eng | es_ES |
dc.subject | Local polynomial regression | es_ES |
dc.subject | Missing Response and Correlated Errors | es_ES |
dc.title | Asymptotic properties of Local Polynomial regression with missing data and correlated errors | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
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