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删失数据下线性回归模型的参数估计 被引量:4

Linear Regression Model Parameter Estimation with Censored Data
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摘要 主要叙述在数据观测不完全的情况下,采用最小二乘法对线性回归模型回归系数的估计及估计量的渐进性质,并给出数据模拟. This paper deseribes the data observed in the case of incomplete, Using least squares estimated regression coefficient of the linear regression model and given Asymptotic Properties of Estimators, then data simulation was gived.
作者 徐芹
出处 《大学数学》 2011年第6期60-64,共5页 College Mathematics
关键词 删失数据 最小二乘估计 线性回归模型 censored data least squares estimation linear regression model
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参考文献4

  • 1Buckley J, James I R. Linear regression with censored data. Biometrika[J].1979 ( 66) : 429 -- 436.
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同被引文献22

  • 1杨善朝.α-混合序列和的强大数律及其应用[J].高校应用数学学报(A辑),1996,11(4):443-450. 被引量:9
  • 2苏淳,赵林城,王岳宝.NA序列的矩不等式与弱收敛[J].中国科学(A辑),1996,26(12):1091-1099. 被引量:88
  • 3Shah Chao YANG.Maximal Moment Inequality for Partial Sums of Strong Mixing Sequences and Application[J].Acta Mathematica Sinica,English Series,2007,23(6):1013-1024. 被引量:13
  • 4许冰.α混合序列的完全收敛性[J].科学通报,1997,42(8):813-818. 被引量:6
  • 5ROSENBLAT M. Remarks on some nonparametric estimates of a density function[ J]. Ann Math Statist, 1956, 27:832-837.
  • 6KAPLAN E L, PAUL MEIER. Nonparametric estimation from incomplete observations [ J ]. American Statistical Associaton, 1958, 53(282) :457-481.
  • 7LIANG Hanying, Jacobo de Una-Alvarez. A Berry-Essen type bound in kernel density estimation for strong mixing censored samples [ J ]Journal of Multivariate Analysis, 2009, 100 : 1219-1231.
  • 8CAI Zongwu. Asymptotic properties of Kaplan-Meier estimator for censored dependent data[ J ]. Statistics & Probability Let- ters, 1998, 37:381-389.
  • 9CAI Zongwu. Kerner density and hazard rate estimation for censored dependent data [ J]. Journal of Multivariate Analysis, 1998, 67:23-34.
  • 10JOAG-DEV K, PROSCHAN F. Negative association of random variable with application [ J]. Ann Statist, 1983, 11:286- 295.

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