Density estimation with distribution element trees
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Publication:144212
DOI10.1007/s11222-017-9751-9zbMath1384.62126arXiv1610.00345OpenAlexW3104489269MaRDI QIDQ144212
Publication date: 16 May 2017
Published in: Statistics and Computing (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1610.00345
curse of dimensionalitykernel density estimationbig datanonparametric density estimationhigh dimensionalPólya treeadaptive binningadaptive histogramdensity estimation treepolynomial histogram
Multivariate distribution of statistics (62H10) Density estimation (62G07) Nonparametric hypothesis testing (62G10)
Related Items (7)
Density estimation of multivariate samples using Wasserstein distance ⋮ On the Riesz estimation of multivariate probability density functions ⋮ Moment-based density estimation of confidential micro-data: a computational statistics approach ⋮ (Un)Conditional Sample Generation Based on Distribution Element Trees ⋮ detpack ⋮ Dependence structure estimation using copula recursive trees ⋮ Quasi-interpolation for multivariate density estimation on bounded domain
Uses Software
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