Journal of Jilin University Science Edition

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Pointwise Strong Consistency of Recursive Kernel Estimator forProbability Density and  Failure Rate Function under WOD Sequence

LI Yongming1, YING Rui2, CAI Jipan3, YAO Jing3   

  1. 1. School of Mathematics and Computer Science, Shangrao Normal University, Shangrao 334001,Jiangxi Province, China; 2. Shangrao Normal School, Shangrao 334000, Jiangxi Province, China;3. School of Mathematics and Statistics, Guangxi Teachers Education University, Nanning 530023, China
  • Received:2015-04-30 Online:2015-11-26 Published:2015-11-23
  • Contact: LI Yongming E-mail:lym1019@163.com

Abstract:

This paper deals with a kind of recursive density kernel estimator for unknown probability density function based on widely orthant dependent (WOD) sample. By the Rosenthaltype inequality for WOD sequence, we studied the pointwise strong consistency for the given estimator under suitable conditions. As application, the consistency of the failure rate function estimator was discussed.

Key words: widely orthant dependent (WOD) sample, recursive kerenl estimator, failure rate function, pointwise strong consistency

CLC Number: 

  • O212.7