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Record Nr. |
UNINA9910300100903321 |
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Autore |
Bose Arup |
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Titolo |
U-Statistics, Mm-Estimators and Resampling / / by Arup Bose, Snigdhansu Chatterjee |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2018 |
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ISBN |
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978-981-13-2248-8 |
981-13-2248-1 |
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Edizione |
[1st ed. 2018.] |
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Descrizione fisica |
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1 online resource (XV, 174 p.) |
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Collana |
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Texts and Readings in Mathematics, , 2366-8725 |
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Disciplina |
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Soggetti |
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Statistics |
Mathematical statistics - Data processing |
Statistical Theory and Methods |
Statistics and Computing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Chapter 1. Introduction to U-statistics -- Chapter 2. M-estimators and U-statistics -- Chapter 3. Introduction to resampling -- Chapter 4. Resampling U-statistics and M-estimators -- Chapter 5. An Introduction to R. |
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Sommario/riassunto |
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This is an introductory text on a broad class of statistical estimators that are minimizers of convex functions. It covers the basics of U-statistics and Mm-estimators and develops their asymptotic properties. It also provides an elementary introduction to resampling, particularly in the context of these estimators. The last chapter is on practical implementation of the methods presented in other chapters, using the free software R. |
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