2. Links between data compression and statistical estimation

Chapter
Part of the Lecture Notes in Mathematics book series (LNM, volume 1851)

Abstract

  • 2.1. Estimating a conditional distribution

  • 2.2. Least square regression

  • 2.3. Pattern recognition
    • 2.3.1. Prediction from classification trees

    • 2.3.2. Noisy non ambiguous classification

    • 2.3.3. Non randomized classification rules

Mathematics Subject Classification (2000):

62B10 68T05 62C05 62E17 62G05 62G07 62G08 62H30 62J02 94A15 94A17 94A24 68Q32 60F10 60J10 60J20 65C05 68W20 

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Copyright information

© Springer-Verlag Berlin/Heidelberg 2004

Authors and Affiliations

  1. 1.Laboratoire de Probabilités et Modèles Aléatoires, UMR CNRS 7599, Case 188Université Paris 6Paris Cedex 05France

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