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Record Nr. |
UNINA9910823241703321 |
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Autore |
Sivia D. S |
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Titolo |
Data analysis [[electronic resource] ] : a Bayesian tutorial / / D.S. Sivia with J. Skilling |
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Pubbl/distr/stampa |
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Oxford, : Oxford University Press, 2006 |
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ISBN |
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1-383-02981-4 |
1-281-34138-X |
0-19-154670-4 |
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Edizione |
[2nd ed.] |
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Descrizione fisica |
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1 online resource (259 p.) |
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Collana |
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Oxford science publications |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Maximum entropy method |
Maximum principles (Mathematics) |
Engineering mathematics |
Science - Mathematics |
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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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Note generali |
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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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Contents; PART I: THE ESSENTIALS; 1. The basics; 2. Parameter estimation I; 3. Parameter estimation II; 4. Model selection; 5. Assigning probabilities; PART II: ADVANCED TOPICS; 6. Non-parametric estimation; 7. Experimental design; 8. Least-squares extensions; 9. Nested sampling; 10. Quantification; A. Gaussian integrals; B. Cox's derivation of probability; Bibliography; Index; A; B; C; D; E; F; G; H; I; J; K; L; M; N; O; P; Q; R; S; T; U; V; W; X |
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Sommario/riassunto |
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One of the strengths of this book is the author's ability to motivate the use of Bayesian methods through simple yet effective examples. - Katie St. Clair MAA Reviews |
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