Open AccessThe Strong Consistency of the Estimator of Fixed-Design Regression Model under Negatively Dependent Sequences
Author(s) -
Xuejun Wang,
Meimei Ge,
Shuhe Hu,
Xize Wang
Publication year - 2013
Publication title -
abstract and applied analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.228
H-Index - 56
eISSN - 1687-0409
pISSN - 1085-3375
DOI - 10.1155/2013/521618
Subject(s) - consistency (knowledge bases) , estimator , strong consistency , mathematics , statistics , regression , regression analysis , weak consistency , econometrics , discrete mathematics
We study the strong consistency of estimator of fixed design regression model under negatively dependent sequences by using the classical Rosenthal-type inequality and the truncated method. As an application, the strong consistency for the nearest neighbor estimator is obtained
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