Estimation of Distributions Under Dose-Effect Dependence with Fixed Experiment Plan


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Abstract

In the present paper we find the limit distributions of the Nadaraya–Watson estimators and asymptotically unbiased estimators of a distribution function under dose-effect dependence with fixed experiment plans. We prove the asymptotic normality of integrated square errors of the distribution function’s estimators.

About the authors

M. S. Tikhov

Lobachevksy State University of Nizhni Novgorod

Author for correspondence.
Email: tikhovm@mail.ru
Russian Federation, Nizhni Novgorod

D. S. Krishtopenko

Lobachevksy State University of Nizhni Novgorod

Email: tikhovm@mail.ru
Russian Federation, Nizhni Novgorod

M. V. Yaroschuk

Lobachevksy State University of Nizhni Novgorod

Email: tikhovm@mail.ru
Russian Federation, Nizhni Novgorod

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