![](https://image.librarything.com/pics/fugue21/magnifier-left.png)
![](https://images-na.ssl-images-amazon.com/images/P/1108701116.01._SX180_SCLZZZZZZZ_.jpg)
Auf ein Miniaturbild klicken, um zu Google Books zu gelangen.
Lädt ... Statistical Modelling by Exponential Families (Institute of Mathematical Statistics Textbooks, Series Number 12)von Rolf Sundberg
Keine Keine aktuelle Diskussion zu diesem Buch. Keine Rezensionen keine Rezensionen | Rezension hinzufügen
Gehört zur Reihe
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the essential theory and then demonstrates the theory's practical potential by connecting it with developments in areas like item response analysis, social network models, conditional independence and latent variable structures, and point process models. Extensions to incomplete data models and generalized linear models are also included. In addition, the author gives a concise account of the philosophy of Per Martin-Löf in order to connect statistical modelling with ideas in statistical physics, including Boltzmann's law. Written for graduate students and researchers with a background in basic statistical inference, the book includes a vast set of examples demonstrating models for applications and exercises embedded within the text as well as at the ends of chapters. Keine Bibliotheksbeschreibungen gefunden. |
Aktuelle DiskussionenKeine
![]() GenresMelvil Decimal System (DDC)519.5Natural sciences and mathematics Mathematics Applied Mathematics, Probabilities Statistical MathematicsKlassifikation der Library of Congress [LCC] (USA)BewertungDurchschnitt: Keine Bewertungen.Bist das du?Werde ein LibraryThing-Autor. |