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Inference and Prediction in Large Dimensions
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Artikel-Nr:
9780470724026
Veröffentl:
2008
Einband:
E-Book
Seiten:
336
Autor:
Denis Bosq
eBook Typ:
PDF
eBook Format:
Reflowable E-Book
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:
This book offers a predominantly theoretical coverage of statistical prediction, with some potential applications discussed, when data and/ or parameters belong to a large or infinite dimensional space. It develops the theory of statistical prediction, non-parametric estimation by adaptive projection with applications to tests of fit and prediction, and theory of linear processes in function spaces with applications to prediction of continuous time processes. This work is in the Wiley-Dunod Series co-published between Dunod (dunod.com) and John Wiley and Sons, Ltd.
This book offers a predominantly theoretical coverage ofstatistical prediction, with some potential applications discussedwhen data and/ or parameters belong to a large or infinitedimensional space. It develops the theory of statisticalprediction, non-parametric estimation by adaptive projection with applications to tests of fit and prediction, andtheory of linear processes in function spaces with applications toprediction of continuous time processes.This work is in the Wiley-Dunod Series co-published betweenDunod (dunod.com) and JohnWiley and Sons, Ltd.