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Direct importance estimation for covariate shift adaptation

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Author Info
Masashi Sugiyama ()
Taiji Suzuki ()
Shinichi Nakajima ()
Hisashi Kashima ()
Paul Bünau ()
Motoaki Kawanabe ()
Abstract

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File URL: http://hdl.handle.net/10.1007/s10463-008-0197-x
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Publisher Info
Article provided by Springer in its journal Annals of the Institute of Statistical Mathematics.

Volume (Year): 60 (2008)
Issue (Month): 4 (December)
Pages: 699-746
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:spr:aistmt:v:60:y:2008:i:4:p:699-746

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Web page: http://www.springerlink.com/link.asp?id=102845

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Related research
Keywords: Covariate shift; Importance sampling; Model misspecification; Kullback–Leibler divergence; Likelihood cross validation;

References listed on IDEAS
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  1. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January. [Downloadable!] (restricted)
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This page was last updated on 2009-12-4.

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