Statistical Modelling by Exponential Families
Rolf Sundberg
sie 2019 · Institute of Mathematical Statistics Textbooks Część 12 · Cambridge University Press
E-book
297
Strony
reportOceny i opinie nie są weryfikowane. Więcej informacji
Informacje o e-booku
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.
O autorze
Rolf Sundberg is Professor Emeritus of Statistical Science at Stockholms Universitet. His work embraces both theoretical and applied statistics, including principles of statistics, exponential families, regression, chemometrics, stereology, survey sampling inference, molecular biology, and paleoclimatology. In 2003, with M. Linder, he won the award for best theoretical paper in the Journal of Chemometrics for their work on multivariate calibration, and in 2017 he was named Statistician of the Year by the Swedish Statistical Society.
Oceń tego e-booka
Podziel się z nami swoją opinią.
Informacje o czytaniu
Smartfony i tablety
Zainstaluj aplikację Książki Google Play na Androida i iPada/iPhone'a. Synchronizuje się ona automatycznie z kontem i pozwala na czytanie w dowolnym miejscu, w trybie online i offline.
Laptopy i komputery
Audiobooków kupionych w Google Play możesz słuchać w przeglądarce internetowej na komputerze.
Czytniki e-booków i inne urządzenia
Aby czytać na e-papierze, na czytnikach takich jak Kobo, musisz pobrać plik i przesłać go na swoje urządzenie. Aby przesłać pliki na obsługiwany czytnik, postępuj zgodnie ze szczegółowymi instrukcjami z Centrum pomocy.
