Statistical decisions under nonparametric a priori information

DOI10.1016/0010-4655(89)90098-2zbMath0798.65137OpenAlexW2087332431MaRDI QIDQ1330610

A. A. Chilingarian

Publication date: 21 July 1994

Published in: Computer Physics Communications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0010-4655(89)90098-2

zbMATH Keywords

classificationpattern recognitionmultivariate analysisdensity estimationprogramnonparametric methodsBayes error calculationBayes risk estimationexperimental data handlingMonte Carlo statistical inference

Mathematics Subject Classification ID

Density estimation (62G07) Software, source code, etc. for problems pertaining to statistics (62-04) Probabilistic methods, stochastic differential equations (65C99)

Related Items (1)

KNN

Cites Work

• Minimum chi-square, not maximum likelihood!
• Maximum likelihood and decision theory
• Mechanizing hypothesis formation. Mathematical foundations for a general theory
• Remarks on Some Nonparametric Estimates of a Density Function
• The Importance of Practice in the Development of Statistics
• Bayes Error Estimation Using Parzen and k-NN Procedures
• A class of feature extraction criteria and its relation to the Bayes risk estimate
• Nonparametric standard errors and confidence intervals
• Bibliography on estimation of misclassification
• A Nonparametric Estimate of a Multivariate Density Function
• On Estimation of a Probability Density Function and Mode
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