Nonparametric density estimation : the L₁ view /

This book gives a rigorous, systematic treatment of density estimates, their construction, use and analysis with full proofs. It develops L1 theory, rather than the classical L2, showing how L1 exposes fundamental properties of density estimates masked by L2.

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Bibliographic Details
Main Author: Devroye, Luc
Other Authors: Györfi, László
Format: Book
Language:English
Published: New York : Wiley, [1985], ©1985.
Series:Wiley series in probability and mathematical statistics. Tracts on probability and statistics.
Subjects:
Summary:This book gives a rigorous, systematic treatment of density estimates, their construction, use and analysis with full proofs. It develops L1 theory, rather than the classical L2, showing how L1 exposes fundamental properties of density estimates masked by L2.