Classification when the covariate vectors have unequal dimensions

DOI10.1016/J.JSPI.2010.12.007zbMath1207.62139OpenAlexW1983956833MaRDI QIDQ629136

Shojaeddin Chenouri, Majid Mojirsheibani

Publication date: 8 March 2011

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2010.12.007

zbMATH Keywords

classificationconsistencyoptimal classifierunequal dimensions

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric inference (62G99)

Cites Work

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• On the strong universal consistency of nearest neighbor regression function estimates
• A distribution-free theory of nonparametric regression
• On nonparametric classification with missing covariates
• Remarks on Some Nonparametric Estimates of a Density Function
• Statistical Classification with Missing Covariates
• On Estimation of a Probability Density Function and Mode
• A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations

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