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On Estimation of Conditional Distribution Function under Dependent Random Right Censored Data

Authors: Abdushukurov, Abdurahim A.; Muradov, Rustamjon S.;

On Estimation of Conditional Distribution Function under Dependent Random Right Censored Data

Abstract

В данной статье мы исследуем простую оценку интегрального типа функции распределения слу- чайно цензурированных при фиксированных ковариатах наблюдений, где зависимость между про- жительностью жизни и цензурирующей случайной величиной выражается через архимедовы копулы. Для оценки мы доказываем асимптотическое представление с вероятностью единица, которое обеспечивает ключевой подход для получения результата слабой сходимости

In this article we study simple integral-type estimator of distribution function under random right censored observations at fixed covariate values, where the dependence between a life time and a censoring variable may expressed by a given Archimedean copula. We prove an almost sure asymptotic representation which provides a key tool for obtaining weak convergence result for estimator

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Keywords

copulas, слабая сходимость, fixed design, асимптотическое представление, right censoring, цензурирование справа, копулы, asymptotic representation, weak convergence, гауссовский процесс, Gaussian process, фиксированный план

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
gold