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Asymptotic normality of wavelet density estimator under censored dependent observations

✍ Scribed by Si-li Niu

Book ID
118792896
Publisher
Institute of Applied Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society
Year
2012
Tongue
English
Weight
313 KB
Volume
28
Category
Article
ISSN
0168-9673

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Exact asymptotic L1-error of a kernel de
Exact asymptotic L1-error of a kernel density estimator under censored data
✍ Mohamed Lemdani; Elias Ould-Saı̈d πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 139 KB

In this paper, we give the exact asymptotic L 1 -error for the kernel estimator of the density function from censored data. We also give asymptotically optimal bandwidths. Strong approximation of the product-limit estimator by a Gaussian process is used to obtain the result.