Essentials of statistical inference :: G.A. Young, R.L. Smith.
Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, UK ; New York :
Cambridge University Press,
2005.
|
| Schriftenreihe: | Cambridge series on statistical and probabilistic mathematics ;
16. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well as basic mathematical theory. Written in a lucid and informal style, this concise text provides both basic material on the main approaches to inference, as well as more advanced material on developments in statistical theory, including: material on Bayesian computation, such as MCMC, higher-order likelihood theory, predictive inference, bootstrap methods and conditional inference. It contains numerous extended examples of the application of formal inference techniques to real data, as well as historical commentary on the development of the subject. Throughout, the text concentrates on concepts, rather than mathematical detail, while maintaining appropriate levels of formality. Each chapter ends with a set of accessible problems. |
| Beschreibung: | Series numbering from publisher website. |
| Beschreibung: | 1 online resource (x, 225 pages) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 0511126166 9780511126161 0511124023 9780511124020 0521839718 9780521839716 9780511755392 0511755392 9780511199646 0511199643 1107713749 9781107713741 0511567243 9780511567247 0511125305 9780511125300 |
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| author | Young, G. A. (G. Alastair) |
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| contents | Decision theory -- Beyesian methods -- Hypothesis testing -- Special models -- Sufficiency and completeness -- Two-sided tests and conditional inference -- Likelihood theory -- Higher-order theory -- Predictive inference -- Bootstrap methods. |
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| indexdate | 2024-10-25T16:16:15Z |
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| language | English |
| lccn | 2005302047 |
| oclc_num | 61410200 |
| open_access_boolean | |
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| owner_facet | MAIN |
| physical | 1 online resource (x, 225 pages) |
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| publishDateSearch | 2005 |
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| publisher | Cambridge University Press, |
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| series | Cambridge series on statistical and probabilistic mathematics ; |
| series2 | Cambridge series in statistical and probabilistic mathematics ; |
| spelling | Young, G. A. (G. Alastair) https://id.oclc.org/worldcat/entity/E39PCjrtxhgbm7frHwQhdtQdYq http://id.loc.gov/authorities/names/no2005097364 Essentials of statistical inference : G.A. Young, R.L. Smith. Cambridge, UK ; New York : Cambridge University Press, 2005. 1 online resource (x, 225 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier data file rda Cambridge series in statistical and probabilistic mathematics ; [16] Series numbering from publisher website. Includes bibliographical references and index. Decision theory -- Beyesian methods -- Hypothesis testing -- Special models -- Sufficiency and completeness -- Two-sided tests and conditional inference -- Likelihood theory -- Higher-order theory -- Predictive inference -- Bootstrap methods. Aimed at advanced undergraduate and graduate students in mathematics and related disciplines, this book presents the concepts and results underlying the Bayesian, frequentist and Fisherian approaches, with particular emphasis on the contrasts between them. Computational ideas are explained, as well as basic mathematical theory. Written in a lucid and informal style, this concise text provides both basic material on the main approaches to inference, as well as more advanced material on developments in statistical theory, including: material on Bayesian computation, such as MCMC, higher-order likelihood theory, predictive inference, bootstrap methods and conditional inference. It contains numerous extended examples of the application of formal inference techniques to real data, as well as historical commentary on the development of the subject. Throughout, the text concentrates on concepts, rather than mathematical detail, while maintaining appropriate levels of formality. Each chapter ends with a set of accessible problems. English. Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Probability https://id.nlm.nih.gov/mesh/D011336 Statistique mathématique. Probabilités. probability. aat MATHEMATICS Probability & Statistics General. bisacsh Mathematical statistics fast Probabilities fast Inferenzstatistik gnd Statistische Schlussweise gnd http://d-nb.info/gnd/4182963-3 Statistische toetsen. gtt Afleiding (logica) gtt Electronic book. Electronic books. Smith, Richard L., 1953- https://id.oclc.org/worldcat/entity/E39PBJgxvXyCVHd4dM7xYrxFKd has work: Essentials of statistical inference (Text) https://id.oclc.org/worldcat/entity/E39PCGhwRD4JtyV7VYkCkXvrFX https://id.oclc.org/worldcat/ontology/hasWork Print version: Young, G.A. (G. Alastair). Essentials of statistical inference. Cambridge, UK ; New York : Cambridge University Press, 2005 0521839718 (DLC) 2005302047 (OCoLC)58999135 Cambridge series on statistical and probabilistic mathematics ; 16. http://id.loc.gov/authorities/names/n96064948 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=138968 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=138968 Volltext |
| spellingShingle | Young, G. A. (G. Alastair) Essentials of statistical inference : G.A. Young, R.L. Smith. Cambridge series on statistical and probabilistic mathematics ; Decision theory -- Beyesian methods -- Hypothesis testing -- Special models -- Sufficiency and completeness -- Two-sided tests and conditional inference -- Likelihood theory -- Higher-order theory -- Predictive inference -- Bootstrap methods. Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Probability https://id.nlm.nih.gov/mesh/D011336 Statistique mathématique. Probabilités. probability. aat MATHEMATICS Probability & Statistics General. bisacsh Mathematical statistics fast Probabilities fast Inferenzstatistik gnd Statistische Schlussweise gnd http://d-nb.info/gnd/4182963-3 Statistische toetsen. gtt Afleiding (logica) gtt |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85082133 http://id.loc.gov/authorities/subjects/sh85107090 https://id.nlm.nih.gov/mesh/D011336 http://d-nb.info/gnd/4182963-3 |
| title | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_auth | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_exact_search | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_full | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_fullStr | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_full_unstemmed | Essentials of statistical inference : G.A. Young, R.L. Smith. |
| title_short | Essentials of statistical inference : |
| title_sort | essentials of statistical inference g a young r l smith |
| title_sub | G.A. Young, R.L. Smith. |
| topic | Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Probabilities. http://id.loc.gov/authorities/subjects/sh85107090 Probability https://id.nlm.nih.gov/mesh/D011336 Statistique mathématique. Probabilités. probability. aat MATHEMATICS Probability & Statistics General. bisacsh Mathematical statistics fast Probabilities fast Inferenzstatistik gnd Statistische Schlussweise gnd http://d-nb.info/gnd/4182963-3 Statistische toetsen. gtt Afleiding (logica) gtt |
| topic_facet | Mathematical statistics. Probabilities. Probability Statistique mathématique. Probabilités. probability. MATHEMATICS Probability & Statistics General. Mathematical statistics Probabilities Inferenzstatistik Statistische Schlussweise Statistische toetsen. Afleiding (logica) Electronic book. Electronic books. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=138968 |
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