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Item Details
| Title:
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COMBINATORIAL METHODS IN DENSITY ESTIMATION
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| By: |
Luc Devroye, Gabor Lugosi |
| Format: |
Hardback |
| List price:
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£109.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
0387951172 |
| ISBN 13: |
9780387951171 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
12 January, 2001 |
| Edition: |
2001 ed. |
| Series: |
Springer Series in Statistics |
| Pages: |
221 |
| Description: |
A book aimed at statistical researchers working in the area of nonparametric density estimation. |
| Synopsis: |
Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This book is the first to explore a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected error is within a given constant multiple of the best possible error. The paradigm can be used in nearly all density estimates and for most model selection problems, both parametric and nonparametric. |
| Illustrations: |
biography |
| Publication: |
US |
| Imprint: |
Springer-Verlag New York Inc. |
| Returns: |
Returnable |
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