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For the data of size n from the unit or semi-infinite interval, several asymmetric kernel density estimators, having the mean integrated squared errors of order O ( n 4 / 5 ) or O ( n 8 / 9 ) , are available in the literature. We develop more higher-order bias-corrected estimators, achieving the order O ( n 4 p / ( 4 p + 1 ) ) , where p 2 is a given integer. We illustrate the finite sample performance of the estimators through the simulations.

Acknowledgments

The authors would like to thank Professor Cao (Editor), the Associate Editor, and anonymous referee for their comments. The first author has been supported by the Japan Society for the Promotion of Science (JSPS); Grant-in-Aid for Young Scientists (B), 17K13714. The second author has been supported by the JSPS; Grant-in-Aid for Scientific Research (C), 17K00041.

Disclosure statement

No potential conflict of interest was reported by the authors.

Additional information

Funding

The first author has been supported by the Japan Society for the Promotion of Science (JSPS); Grant-in-Aid for Young Scientists (B), 17K13714. The second author has been supported by the JSPS; Grant-in-Aid for Scientific Research (C), 17K00041.

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