Smooth distribution function estimation for lifetime distributions using Szasz–Mirakyan operators

نویسندگان

چکیده

In this paper, we introduce a new smooth estimator for continuous distribution functions on the positive real half-line using Szasz-Mirakyan operators, similar to Bernstein's approximation theorem. We show that proposed outperforms empirical function in terms of asymptotic (integrated) mean-squared error, and generally compares favourably with other competitors theoretical comparisons. Also, conduct simulations demonstrate finite sample performance estimator.

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ژورنال

عنوان ژورنال: Annals of the Institute of Statistical Mathematics

سال: 2021

ISSN: ['1572-9052', '0020-3157']

DOI: https://doi.org/10.1007/s10463-020-00783-y