ZIP回归模型的数据删除度量和广义杠杆

李爱萍,谷政,解锋昌

南京林业大学学报(自然科学版) ›› 2007, Vol. 31 ›› Issue (06) : 109-112.

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南京林业大学学报(自然科学版) ›› 2007, Vol. 31 ›› Issue (06) : 109-112. DOI: 10.3969/j.jssn.1000-2006.2007.06.026
研究论文

ZIP回归模型的数据删除度量和广义杠杆

  • 李爱萍,谷政,解锋昌
作者信息 +

Case Deletion Measures and Generalized Leverage for the Zero Inflated Poisson Regression Models

  • LI Ai-ping, GU Zheng, XIE Feng-chang
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摘要

<正>采用不同浓度的H2O2和抗菌素处理松材线虫虫卵和松材线虫虫体,筛选松材线虫无菌化处理有效途径。多种方法的比较表明,采用高浓度抗菌素和低浓度H2O2交替并反复处理松材线虫虫体,获得无菌线虫的比例高,线虫生命力强。将获得的无菌松材线虫与带菌线虫分别用。PSA和玉米粒上培养的灰葡萄孢进行人工培养,发现线虫生长繁殖情况无明显差异。

Abstract

To detect the effect of count data with many zeros on the zeroinflated poisson regression model, the authors studied the global diagnostics analysis and using the completedata log-likelihood function and the EM algorithm. The one-step approximation of parameter estimates and some statistics, such as generalized cook distance, Q-distance, are obtained. Meantime, the generalized leverage was discussed based on the EM algorithm. Finally, a numerical example was given to illustrate our results.

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李爱萍,谷政,解锋昌. ZIP回归模型的数据删除度量和广义杠杆[J]. 南京林业大学学报(自然科学版). 2007, 31(06): 109-112 https://doi.org/10.3969/j.jssn.1000-2006.2007.06.026
LI Ai-ping, GU Zheng, XIE Feng-chang. Case Deletion Measures and Generalized Leverage for the Zero Inflated Poisson Regression Models[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY. 2007, 31(06): 109-112 https://doi.org/10.3969/j.jssn.1000-2006.2007.06.026
中图分类号: O212.2   

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