SUN Liuquan, ZHENG Zhongguo, . A bound on L1 distances of kernel density estimators for truncated and censored data[J]. Chinese Journal of Applied Probability and Statistics, 1998, 14(3): 266-271.
Citation:
SUN Liuquan, ZHENG Zhongguo, . A bound on L1 distances of kernel density estimators for truncated and censored data[J]. Chinese Journal of Applied Probability and Statistics, 1998, 14(3): 266-271.
SUN Liuquan, ZHENG Zhongguo, . A bound on L1 distances of kernel density estimators for truncated and censored data[J]. Chinese Journal of Applied Probability and Statistics, 1998, 14(3): 266-271.
Citation:
SUN Liuquan, ZHENG Zhongguo, . A bound on L1 distances of kernel density estimators for truncated and censored data[J]. Chinese Journal of Applied Probability and Statistics, 1998, 14(3): 266-271.
A bound on L1 distances of kernel density estimators for truncated and censored data
In this paper, we study the L1 distance I_n(b)=\int_0^0\left|\widehatf_n(t)-f(t)\right| d t, where0<b∞,\hatf_n(t) is the kernel estimator of density f(t) of the survival function based on random left truncated and right censored data, and establish a bound for EIn(b).