An“Errors-in-Variables” Straight Line Model in a High-Dimentional Space
Received:November 16, 1998  
Key Words: functional relationship model   strong consistency   convergence rates   asymptotic distribution.  
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Author NameAffiliation
WU Ke-fa Xi′an Jiaotong University
Xi′an
China 
MA Jun-ling Xi′an Jiaotong University
Xi′an
China 
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Abstract:
      In this paper, a kind of linear functional relationship model-an "Errors-in -Vari- ables" straight line model in a high-dimensional space, is discussed. The estimators of the parameters in this model are derived, and it is proved that the estimators of the parameters given here are strongly consistent and their convergence rates are also obtained. Moreover, large-sample distributional results for the estimators are considered in detail.
Citation:
DOI:10.3770/j.issn:1000-341X.2001.03.020
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