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Smoothed Maximum Score Change-point Estimation in Binary Response Model

Smoothed Maximum Score Change-point Estimation in Binary Response Model
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摘要 This paper studies the large sample properties of the change point estimates in binary response models. The estimate is obtained by maximizing the smoothed score function when the median of the latent error variable is assumed to be zero. An exponential convergence rate of the change point estimate is also established. This paper studies the large sample properties of the change point estimates in binary response models. The estimate is obtained by maximizing the smoothed score function when the median of the latent error variable is assumed to be zero. An exponential convergence rate of the change point estimate is also established.
出处 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2006年第4期655-662,共8页 应用数学学报(英文版)
基金 Supported by the National Natural Science Foundation of China(No.10471136) Ph.D.Program Foundation of the Ministry of Education of China and Special Foundations of the Chinese Academy of Science and University of Science and Technology of China
关键词 CHANGE-POINT strong consistency VC class maximum score function Change-point, strong consistency, VC class, maximum score function
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参考文献12

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