Cargando…
Bayesian theory and applications /
This volume guides the reader along a statistical journey that begins with the basic structure of Bayesian theory, and then provides details on most of the past and present advances in this field.
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Oxford :
Oxford University Press,
2013.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Ia 4500 | ||
|---|---|---|---|
| 001 | EBSCO_ocn826443506 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 120912s2013 enka fob 000 0 eng d | ||
| 040 | |a CDX |b eng |e pn |c CDX |d OCLCO |d N$T |d IDEBK |d YDXCP |d E7B |d STF |d OKU |d CUS |d OCLCQ |d UPM |d OCLCF |d OCLCQ |d OCLCO |d COO |d EBLCP |d OCLCQ |d STBDS |d OCLCQ |d DEBBG |d BUF |d WYU |d YOU |d OCLCQ |d K6U |d OCLCO |d OCLCQ |d SFB |d OCLCQ | ||
| 019 | |a 922972076 |a 992884903 |a 1058937531 | ||
| 020 | |a 9780191647000 |q (electronic bk.) | ||
| 020 | |a 0191647004 |q (electronic bk.) | ||
| 020 | |a 9780199695607 | ||
| 020 | |a 0199695601 | ||
| 020 | |z 9781283950404 |q (MyiLibrary) | ||
| 020 | |z 1283950405 |q (MyiLibrary) | ||
| 029 | 1 | |a DEBBG |b BV043056243 | |
| 029 | 1 | |a DEBSZ |b 446429872 | |
| 029 | 1 | |a NLGGC |b 35678472X | |
| 035 | |a (OCoLC)826443506 |z (OCoLC)922972076 |z (OCoLC)992884903 |z (OCoLC)1058937531 | ||
| 050 | 4 | |a QA279.5 | |
| 072 | 7 | |a MAT |2 eflch | |
| 072 | 7 | |a MAT |x 029010 |2 bisacsh | |
| 082 | 0 | 4 | |a 519.5/42 |2 23 |
| 049 | |a UAMI | ||
| 245 | 0 | 0 | |a Bayesian theory and applications / |c edited by Paul Damien, Petros Dellaportas, Nicholas G. Polson, & David A. Stephens. |
| 260 | |a Oxford : |b Oxford University Press, |c 2013. | ||
| 300 | |a 1 online resource (xi, 702 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 520 | 8 | |a This volume guides the reader along a statistical journey that begins with the basic structure of Bayesian theory, and then provides details on most of the past and present advances in this field. | |
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | |a ""Cover""; ""Contents""; ""Contributors""; ""Introduction""; ""Part I: Exchangeability""; ""1 Observables and models: exchangeability and the inductive argument""; ""2 Exchangeability and its ramifications""; ""Part II: Hierarchical Models""; ""3 Hierarchical modelling""; ""4 Bayesian hierarchical kernel machines for nonlinear regression and classification""; ""5 Flexible Bayesian modelling for clustered categorical responses in developmental toxicology""; ""Part III: Markov Chain Monte Carlo""; ""6 Markov chain Monte Carlo methods""; ""7 Advances in Markov chain Monte Carlo"" | |
| 505 | 8 | |a ""Part IV: Dynamic Models""""8 Bayesian dynamic modelling""; ""9 Hierarchical modelling in time series: the factor analytic approach""; ""10 Dynamic and spatial modelling of block maxima extremes""; ""Part V: Sequential Monte Carlo""; ""11 Online Bayesian learning in dynamic models: an illustrative introduction to particle methods""; ""12 Semi-supervised classification of texts using particle learning for probabilistic automata""; ""Part VI: Nonparametrics""; ""13 Bayesian nonparametrics""; ""14 Geometric weight priors and their applications"" | |
| 505 | 8 | |a ""15 Revisiting Bayesian curve fitting using multivariate normal mixtures""""Part VII: Spline Models and Copulas""; ""16 Applications of Bayesian smoothing splines""; ""17 Bayesian approaches to copula modelling""; ""Part VIII: Model Elaboration and Prior Distributions""; ""18 Hypothesis testing and model uncertainty""; ""19 Proper and non-informative conjugate priors for exponential family models""; ""20 Bayesian model specification: heuristics and examples""; ""21 Case studies in Bayesian screening for time-varying model structure: the partition problem"" | |
| 505 | 8 | |a ""Part IX: Regressions and Model Averaging""""22 Bayesian regression structure discovery""; ""23 Gibbs sampling for ordinary, robust and logistic regression with Laplace priors""; ""24 Bayesian model averaging in the M-open framework""; ""Part X: Finance and Actuarial Science""; ""25 Asset allocation in finance: a Bayesian perspective""; ""26 Markov chain Monte Carlo methods in corporate finance""; ""27 Actuarial credibility theory and Bayesian statistics�the story of a special evolution""; ""Part XI: Medicine and Biostatistics""; ""28 Bayesian models in biostatistics and medicine"" | |
| 505 | 8 | |a ""29 Subgroup analysis""""30 Surviving fully Bayesian nonparametric regression models""; ""Part XII: Inverse Problems and Applications""; ""31 Inverse problems""; ""32 Approximate marginalization over modelling errors and uncertainties in inverse problems""; ""33 Bayesian reconstruction of particle beam phase space""; ""Adrian Smith�s research supervision (PhD)""; ""Adrian Smith�s publications""; ""Index""; ""A""; ""B""; ""C""; ""D""; ""E""; ""F""; ""G""; ""H""; ""I""; ""J""; ""K""; ""L""; ""M""; ""N""; ""O""; ""P""; ""Q""; ""R""; ""S""; ""T""; ""U""; ""V""; ""W""; ""Z"" | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Bayesian statistical decision theory. | |
| 650 | 6 | |a Théorie de la décision bayésienne. | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x Bayesian Analysis. |2 bisacsh | |
| 650 | 7 | |a Bayesian statistical decision theory. |2 fast |0 (OCoLC)fst00829019 | |
| 700 | 1 | |a Damien, Paul, |d 1960- |e editor. | |
| 700 | 1 | |a Dellaportas, Petros, |e editor. | |
| 700 | 1 | |a Polson, Nicholas G., |d 1963- |e editor. | |
| 700 | 1 | |a Stephens, David A., |e editor. | |
| 776 | 0 | 8 | |i Print version: |t Bayesian theory and applications. |b First edition. |d Oxford : Oxford University Press, 2013 |z 9780199695607 |w (OCoLC)836808590 |
| 856 | 4 | 0 | |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=522001 |z Texto completo |
| 938 | |a Coutts Information Services |b COUT |n 24563163 |c 529.15 GBP | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL3055034 | ||
| 938 | |a ebrary |b EBRY |n ebr10645149 | ||
| 938 | |a EBSCOhost |b EBSC |n 522001 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n cis24563163 | ||
| 938 | |a Oxford University Press USA |b OUPR |n EDZ0000126792 | ||
| 938 | |a YBP Library Services |b YANK |n 9975779 | ||
| 938 | |a YBP Library Services |b YANK |n 10253351 | ||
| 994 | |a 92 |b IZTAP | ||