{"title":"Local polynomial estimation of regression functions for mixing processes","authors":"E. Masry, Jianqing Fan","doi":"10.1111/1467-9469.00056","DOIUrl":null,"url":null,"abstract":"Local polynomial fitting for the estimation of a general regression function and its derivatives for p-mixing and strongly mixing processes is considered. Joint asymptotic normality for the regression function and its derivatives is established.","PeriodicalId":423518,"journal":{"name":"Proceedings of 1994 Workshop on Information Theory and Statistics","volume":"87 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"199","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 1994 Workshop on Information Theory and Statistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1111/1467-9469.00056","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 199
Abstract
Local polynomial fitting for the estimation of a general regression function and its derivatives for p-mixing and strongly mixing processes is considered. Joint asymptotic normality for the regression function and its derivatives is established.
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