Bayesian nonparametric data analysis [Documento eletrónico] / Peter Müller ... [et al.]
Language: eng.Country: Switzerland, Swiss Confederation.Publication: Cham : Springer International Publishing, 2015Description: XIV, 193 p. : il.ISBN: 978-3-319-18968-0.Series: Springer Series in StatisticsSubject - Topical Name: Estatística matemática | Estatística Online Resources:Click here to access onlineItem type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|---|
E-Books | Biblioteca NOVA FCT Online | Não Ficção | QA276.SPR FCT 96578 (Browse shelf(Opens below)) | 1 | Available |
Browsing Biblioteca NOVA FCT shelves, Shelving location: Online, Collection: Não Ficção Close shelf browser (Hides shelf browser)
QA276.SPR FCT 96490 Statistics of financial markets, an introduction | QA276.SPR FCT 96498 Statistical analysis and data display, an intermediate course with examples in R | QA276.SPR FCT 96500 Modern methodology and applications in spatial-temporal modeling | QA276.SPR FCT 96578 Bayesian nonparametric data analysis | QA276.SPR FCT 96592 Statistics and data analysis for financial engineering, with R examples | QA276.SPR FCT 96595 Advances in latent variables, methods, models and applications | QA276.SPR FCT 96598 Introduction to statistics, using interactive MM*Stat elements |
Colocação: Online
This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic review of probability models, the book’s structure follows a data analysis perspective. As such, the chapters are organized by traditional data analysis problems. In selecting specific nonparametric models, simpler and more traditional models are favored over specialized ones. The discussed methods are illustrated with a wealth of examples, including applications ranging from stylized examples to case studies from recent literature. The book also includes an extensive discussion of computational methods and details on their implementation. R code for many examples is included in on-line software pages.
There are no comments on this title.