RENOVATED SCATTERPLOTS FOR CENSORED-DATA

被引:0
作者
SMITH, PJ [1 ]
ZHANG, J [1 ]
机构
[1] LA TROBE UNIV,DEPT STAT,MELBOURNE,VIC,AUSTRALIA
关键词
BUCKLEY-JAMES ESTIMATORS; CENSORED REGRESSION; REGRESSION DIAGNOSTICS; SCATTERPLOT;
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In simple linear regression where the response variable has been subject to right-censoring, censored points in the scatterplot of observed data are moved vertically to create a renovated scatterplot where the bias of censoring is removed. The relationship to least squares estimation and the effect on regression diagnostics are examined in the multiple regression context.
引用
收藏
页码:447 / 452
页数:6
相关论文
共 12 条
[1]  
Belsley D. A., 2005, REGRESSION DIAGNOSTI
[2]  
BUCKLEY J, 1979, BIOMETRIKA, V66, P429
[3]   COVARIANCE ANALYSIS OF HEART-TRANSPLANT SURVIVAL DATA [J].
CROWLEY, J ;
HU, M .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1977, 72 (357) :27-36
[4]  
EFRON B, 1967, 5TH P BERK S, V4, P831
[5]   CONSISTENCY RESULTS FOR LINEAR-REGRESSION WITH CENSORED-DATA [J].
JAMES, IR ;
SMITH, PJ .
ANNALS OF STATISTICS, 1984, 12 (02) :590-600
[6]   LARGE SAMPLE THEORY OF A MODIFIED BUCKLEY-JAMES ESTIMATOR FOR REGRESSION-ANALYSIS WITH CENSORED-DATA [J].
LAI, TL ;
YING, ZL .
ANNALS OF STATISTICS, 1991, 19 (03) :1370-1402
[7]   LINEAR-MODELS, RANDOM CENSORING AND SYNTHETIC DATA [J].
LEURGANS, S .
BIOMETRIKA, 1987, 74 (02) :301-309
[8]   LINEAR-REGRESSION ANALYSIS FOR MULTIVARIATE FAILURE TIME OBSERVATIONS [J].
LIN, JS ;
WEI, LJ .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1992, 87 (420) :1091-1097
[9]  
MILLER R, 1982, BIOMETRIKA, V69, P521
[10]  
Myers RH, 1990, CLASSICAL MODERN REG