An incremental kernel density estimator for data stream computation

DOI10.1155/2020/1803525zbMath1506.62274OpenAlexW3008976001MaRDI QIDQ2658443

Yanyan Li

Publication date: 22 March 2021

Published in: Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2020/1803525

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in multivariate analysis (62H12) Nonparametric estimation (62G05)

Uses Software

• KernSmooth
• pyuvdata

Cites Work

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• Bootstrap bandwidth selection in kernel density estimation from a contaminated sample
• A new kernel density estimator based on the minimum entropy of data set
• Cross-Validation of Multivariate Densities
• Cross-validation Bandwidth Matrices for Multivariate Kernel Density Estimation
• On Estimation of a Probability Density Function and Mode

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