On the Use of Adaptive Nearest Neighbors for Missing Value Imputation

DOI10.1080/03610910701569069zbMath1126.62043OpenAlexW2005839292MaRDI QIDQ5436437

Ja-Yong Koo, Hyeong Chul Jeong, Myoungshic Jhun Jhun

Publication date: 16 January 2008

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910701569069

zbMATH Keywords

imputation\(k\)-nearest neighborsmelanomalocal featuresadaptive choicecDNA microarraysanticancer project

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Monte Carlo methods (65C05)

Related Items (1)

Exploring copulas for the imputation of complex dependent data

Cites Work

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• Significance analysis of microarrays applied to the ionizing radiation response
• Estimation of Missing Values for the Analysis of Incomplete Data

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