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Non-parametric bootstrap recycling
Statistics and Computing, 2002The double bootstrap provides diagnostics for bootstrap calculations and, if need be, appropriate adjustments. The amount of computation involved is usually considerable, and recycling provides a less computer intensive alternative. Recycling consists of using repeatedly the same samples drawn from a recycling distribution G for estimation under each ...
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An unsupervised and non-parametric bayesian classifier
Pattern Recognition Letters, 2003Summary: We propose here an unsupervised Bayesian classifier based on a non-parametric expectation-maximization algorithm. The non-parametric aspect comes from the use of the orthogonal probability density function estimation, which is reduced to the estimation of the first Fourier coefficients of the pdf with respect to a given orthogonal basis.
Mourad Zribi, Faouzi Ghorbel
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Bivariate Non-parametric Anomaly Detection
2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS), 2014Detecting anomalous traffic with low false alarm rates is of primary interest in IP networks management. In this paper we propose a novel anomaly detection system, based on a combined use of sketches and of a novel bivariate non-parametric detection method.
CALLEGARI, CHRISTIAN +2 more
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An introduction to non-parametric statistics
Analytical Methods, 2013Non-parametric statistical methods, which make fewer assumptions about population error distributions, have perhaps been unjustly neglected in the analytical sciences. A major advantage is that some of them are so simple that they can be used "at the bench."
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To be parametric or non‐parametric, that is the question
BJOG: An International Journal of Obstetrics & Gynaecology, 2020Eric, Van Buren, Amy H, Herring
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Non‐parametric tests and ridits
Journal of Periodontal Research, 1974S, Zimmerman, D A, Johnston
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A non-parametric model for Ballistocardiography
2014 IEEE Workshop on Statistical Signal Processing (SSP), 2014Yu Yao +3 more
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