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ASSESSMENT OF LOCAL INFLUENCE ONCOX'S PROPORTIONAL HAZARDS MODEL

ASSESSMENT OF LOCAL INFLUENCE ON COX'S PROPORTIONAL HAZARDS MODEL
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摘要 The second order approach of local influence (see [15]) is developed and applied to Cox's proportional hazards model, and compared with Cook's local influence approach (see [6] and [13]) which was used in this model. To study local influence, we perturb not only all cases simultaneously, but also cases individually to obtain 'direction curvature' in direction and 'curvature' for single case. Some examples are used to illustrate these methods. The second order approach of local influence (see [15]) is developed and applied to Cox's proportional hazards model, and compared with Cook's local influence approach (see [6] and [13]) which was used in this model. To study local influence, we perturb not only all cases simultaneously, but also cases individually to obtain 'direction curvature' in direction and 'curvature' for single case. Some examples are used to illustrate these methods.
出处 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1998年第4期414-424,共11页 应用数学学报(英文版)
关键词 CURVATURE local influence CENSORING Curvature, local influence, censoring
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参考文献10

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