Nonparametric estimation of the coefficient of overlapping-theory and empirical application

DOI10.1016/j.csda.2005.01.014zbMath1445.62061OpenAlexW1967236779MaRDI QIDQ959253

Friedrich Schmid, Axel Schmidt

Publication date: 11 December 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2005.01.014

zbMATH Keywords

Monte Carlo simulationkernel density estimationnonparametric estimationagreement of labor income distributions of men and womenbias and variance of estimatorscoefficient of overlappingGerman socioeconomic panel (GSOEP)

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Applications of statistics to social sciences (62P25)

Related Items (12)

Kernel method for overlapping coefficients estimation ⋮ Parametric methods for confidence interval estimation of overlap coefficients ⋮ Testing the equality of two double-parameter exponential distributions via overlap coefficient ⋮ Modelling dominance hierarchies under winner and loser effects ⋮ Kernel method for estimating overlapping coefficient using numerical integration methods ⋮ About the use of the overlap coefficient in the binary classification context ⋮ A nonparametric test of symmetry based on the overlapping coefficient ⋮ Nonparametric estimation and inference about the overlap of two distributions ⋮ Estimating overlap of daily activity patterns from camera trap data ⋮ Statistical inference for the Weitzman overlapping coefficient in a family of distributions ⋮ On inference of overlapping coefficients in two \textit{Lomax} populations using different sampling methods ⋮ Posterior Predictive Comparisons for the Two-sample Problem

Cites Work

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• On the impossibility of estimating densities in the extreme tail
• Confidence interval estimation of overlap: equal means case.
• A nonparametric measure of the overlapping coefficient.
• The overlapping coefficient as a measure of agreement between probability distributions and point estimation of the overlap of two normal densities
• Estimating density ratio with application to discriminant analysis
• Overlapping coefficient: the generalized t approach

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