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满足Lipshitz条件的密度估计的最优收敛速度
BEST CONVERGENCE RATES OF ESTIMATES OF DENSITY FUNCTIONS SATISFYING LIPSHITZ CONDITIONS
【摘要】 <正> Chen Guijing showed that for the onedimensional density functions satisfying λ-order Lipshitz conditions (λ∈(0,1]) the convergence rates of kernel estimates is of o ((]og n/n)λ/2λ+1 log log n), and he conjectured that λ/2λ+1 cannot be improved ([2]).In this paper we proved this conjecture being true.
【Abstract】 Chen Guijing showed that for the onedimensional density functions satisfying λ-order Lipshitz conditions (λ∈(0,1]) the convergence rates of kernel estimates is of o ((]og n/n)λ/2λ+1 log log n), and he conjectured that λ/2λ+1 cannot be improved ([2]).In this paper we proved this conjecture being true.
【关键词】 密度估计;
Lipshitz;
kernel;
速度问题;
satisfying;
estimates;
conjecture;
大时;
包含关系;
有界性;
- 【文献出处】 应用概率统计 ,Chinese Journal of Applied Probability and Statistics , 编辑部邮箱 ,1986年03期
- 【被引频次】1
- 【下载频次】18