作者考虑联系反应 Y 到预言者的部分线性的模型(x, T ) 与吝啬的功能 x <sup > T </sup><sub>0</sub>+g(T) 当 x 与一个添加剂错误被测量时。参数 <sub>0</sub> 的评估者被使用最近概括邻居的随...作者考虑联系反应 Y 到预言者的部分线性的模型(x, T ) 与吝啬的功能 x <sup > T </sup><sub>0</sub>+g(T) 当 x 与一个添加剂错误被测量时。参数 <sub>0</sub> 的评估者被使用最近概括邻居的随机加权的最不绝对的偏差导出(男孩为短) 方法。未知向量 <sub>0</sub> 的产生评估者被显示一致、 asymptotically 正常。另外,结果便于为未知参数测试的信心区域和假设的构造。广泛的模拟被报导,证明建议方法在实际背景工作很好。建议方法也从一个爱滋病临床的试用组的学习被用于一个数据集合。展开更多
基金This paper was supported by Major Programm of Natural Science Foundation of China under Grant No. 71690242, the Natural Science Foundation of China under Grant No. 11471252, and the National Social Science Fund of China under Grant No. 18BTJ040.
基金The authors are extremely grateful to the referees for their valuable comments and suggestions.
文摘作者考虑联系反应 Y 到预言者的部分线性的模型(x, T ) 与吝啬的功能 x <sup > T </sup><sub>0</sub>+g(T) 当 x 与一个添加剂错误被测量时。参数 <sub>0</sub> 的评估者被使用最近概括邻居的随机加权的最不绝对的偏差导出(男孩为短) 方法。未知向量 <sub>0</sub> 的产生评估者被显示一致、 asymptotically 正常。另外,结果便于为未知参数测试的信心区域和假设的构造。广泛的模拟被报导,证明建议方法在实际背景工作很好。建议方法也从一个爱滋病临床的试用组的学习被用于一个数据集合。
基金supported by the National Natural Science Foundation of China (Grant Nos. 51079046, 50909041, 50809025, 50879024)+12 种基金
the National Science and Technology Support Plan (Grant Nos. 2008BAB29B03, 2008BAB29B06)
the Special Fund of State Key Laboratory of China (Grant Nos. 2009586012, 2009586912, 2010585212)
the Fundamental Research Funds for the Central Universities (Grant Nos. 2009B08514, 2010B20414, 2010B01414, 2010B14114)
China Hydropower Engineering Consulting Group Co. Science and Technology Support Project (Grant No. CHC-KJ-2007-02)
Jiangsu Province “333 High-Level Personnel Training Project” (Grant No. 2017-B08037)
Graduate Innovation Program of Universities in Jiangsu Province (Grant No. CX09B_163Z)
Science Foundation for The Excellent Youth Scholars of Ministry of Education of China (Grant No. 20070294023)
基金was supported by the Special Project of the Meteorological Sector program [Grant No. GYHY(QX) 200906011] and the 973 project (Grant No. 2004CB418304).