Sequential Nonparametric Regression

We present algorithms for nonparametric regression in settings where the data are obtained sequentially. While traditional estimators select bandwidths that depend upon the sample size, for sequential data the effective sample size is dynamically changing. We propose a linear time algorithm that adj...

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Bibliographische Detailangaben

Hauptverfasser:	Gu, Haijie, Lafferty, John
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Physics - Instrumentation and Methods for Astrophysics Statistics - Methodology
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