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  • 标题:Robust M-Procedures in Univariate Nonlinear Regression Models
  • 本地全文:下载
  • 作者:A. I. SANHUEZA ; P. K. SEN
  • 期刊名称:Brazilian Journal of Probability and Statistics
  • 印刷版ISSN:0103-0752
  • 出版年度:2004
  • 卷号:18
  • 期号:2
  • 页码:183-200
  • 出版社:Brazilian Statistical Association
  • 摘要:In univariate nonlinear regression mo dels, estimator and teststatistics based on (generalized) least squares and maximum likelihood meth-ods are usually nonrobust; M-procedures are better in this respect. Ourproposed M-estimators, and M-tests are formulated along the lines of gener-alized least squares procedures and their (asymptotic) properties are studied.Computational algorithms are also considered along with
  • 关键词:Asymptotic normality; e.ciency; M-estimators; M-tests;uniform asymptotic linearity
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