Bayesian thinking: modeling and computation
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Elsevier
2005
|
| Ausgabe: | 1st ed |
| Schriftenreihe: | Handbook of statistics (Amsterdam, Netherlands)
v. 25 |
| Schlagworte: | |
| Online-Zugang: | FAW01 Volltext |
| Beschreibung: | This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians. Key Features: -Critical thinking on causal effects -Objective Bayesian philosophy -Nonparametric Bayesian methodology -Simulation based computing techniques -Bioinformatics and Biostatistics Key Features: Critical thinking on causal effects Objective Bayesian philosophy Nonparametric Bayesian methodology Simulation based computing techniques Bioinformatics and Biostatistics Includes bibliographical references and index |
| Beschreibung: | xx, 1041 pages |
| ISBN: | 9780444515391 0444515399 0080461174 9780080461175 |
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| dewey-full | 519.5/42 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/42 |
| dewey-search | 519.5/42 |
| dewey-sort | 3519.5 242 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| edition | 1st ed |
| format | Electronic eBook |
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| spelling | Bayesian thinking modeling and computation edited by D.K. Dey, C.R. Rao 1st ed Amsterdam Elsevier 2005 xx, 1041 pages txt rdacontent c rdamedia cr rdacarrier Handbook of statistics (Amsterdam, Netherlands) v. 25 This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of topics including objective and subjective Bayesian inferences with a variety of applications in modelling categorical, survival, spatial, spatiotemporal, Epidemiological, software reliability, small area and micro array data. The book concludes with a chapter on how to teach Bayesian thoughts to nonstatisticians. Key Features: -Critical thinking on causal effects -Objective Bayesian philosophy -Nonparametric Bayesian methodology -Simulation based computing techniques -Bioinformatics and Biostatistics Key Features: Critical thinking on causal effects Objective Bayesian philosophy Nonparametric Bayesian methodology Simulation based computing techniques Bioinformatics and Biostatistics Includes bibliographical references and index Statistique bayésienne Statistique non paramétrique MATHEMATICS / Probability & Statistics / Bayesian Analysis bisacsh Bayesian statistical decision theory fast Nonparametric statistics fast Statistique non paramétrique rasuqam Théorie de la décision rasuqam Statistique bayésienne rasuqam Modélisation rasuqam Bayes-Verfahren swd Bayesian statistical decision theory Nonparametric statistics Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd rswk-swf Bayes-Inferenz (DE-588)4648118-7 gnd rswk-swf Robuste Schätzung (DE-588)4178265-3 gnd rswk-swf Bayes-Verfahren (DE-588)4204326-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Bayes-Verfahren (DE-588)4204326-8 s Robuste Schätzung (DE-588)4178265-3 s 2\p DE-604 Bayes-Inferenz (DE-588)4648118-7 s 3\p DE-604 Bayes-Entscheidungstheorie (DE-588)4144220-9 s 4\p DE-604 Dey, Dipak Sonstige oth Rao, C. Radhakrishna Sonstige oth http://www.sciencedirect.com/science/handbooks/01697161/25 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Bayesian thinking modeling and computation Statistique bayésienne Statistique non paramétrique MATHEMATICS / Probability & Statistics / Bayesian Analysis bisacsh Bayesian statistical decision theory fast Nonparametric statistics fast Statistique non paramétrique rasuqam Théorie de la décision rasuqam Statistique bayésienne rasuqam Modélisation rasuqam Bayes-Verfahren swd Bayesian statistical decision theory Nonparametric statistics Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd Bayes-Inferenz (DE-588)4648118-7 gnd Robuste Schätzung (DE-588)4178265-3 gnd Bayes-Verfahren (DE-588)4204326-8 gnd |
| subject_GND | (DE-588)4144220-9 (DE-588)4648118-7 (DE-588)4178265-3 (DE-588)4204326-8 (DE-588)4143413-4 |
| title | Bayesian thinking modeling and computation |
| title_auth | Bayesian thinking modeling and computation |
| title_exact_search | Bayesian thinking modeling and computation |
| title_full | Bayesian thinking modeling and computation edited by D.K. Dey, C.R. Rao |
| title_fullStr | Bayesian thinking modeling and computation edited by D.K. Dey, C.R. Rao |
| title_full_unstemmed | Bayesian thinking modeling and computation edited by D.K. Dey, C.R. Rao |
| title_short | Bayesian thinking |
| title_sort | bayesian thinking modeling and computation |
| title_sub | modeling and computation |
| topic | Statistique bayésienne Statistique non paramétrique MATHEMATICS / Probability & Statistics / Bayesian Analysis bisacsh Bayesian statistical decision theory fast Nonparametric statistics fast Statistique non paramétrique rasuqam Théorie de la décision rasuqam Statistique bayésienne rasuqam Modélisation rasuqam Bayes-Verfahren swd Bayesian statistical decision theory Nonparametric statistics Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd Bayes-Inferenz (DE-588)4648118-7 gnd Robuste Schätzung (DE-588)4178265-3 gnd Bayes-Verfahren (DE-588)4204326-8 gnd |
| topic_facet | Statistique bayésienne Statistique non paramétrique MATHEMATICS / Probability & Statistics / Bayesian Analysis Bayesian statistical decision theory Nonparametric statistics Théorie de la décision Modélisation Bayes-Verfahren Bayes-Entscheidungstheorie Bayes-Inferenz Robuste Schätzung Aufsatzsammlung |
| url | http://www.sciencedirect.com/science/handbooks/01697161/25 |
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