Kontakt
Ako nakupovať
Doručenie
Nákupný poradca
Bayesian Nonparametric Statistics
École d'Été de Probabilités de Saint-Flour L - 2023
Angličtina
162 b
Až 30 dní na vrátenie tovaru
Zákazníci tiež kúpili
/
Brožovaná
53.04
€
/
Brožovaná
94.07
€
/
Brožovaná
13.03
€
/
Brožovaná
44.86
€
This up-to-date overview of Bayesian nonparametric statistics provides both an introduction to the field and coverage of recent research topics, including deep neural networks, high-dimensional models and multiple testing, Bernstein-von Mises theorems and variational Bayes approximations, many of which have previously only been accessible through research articles. Although Bayesian posterior distributions are widely applied in astrophysics, inverse problems, genomics, machine learning and elsewhere, their theory is still only partially understood, especially in complex settings such as nonparametric or semiparametric models. Here, the available theory on the frequentist analysis of posterior distributions is outlined in terms of convergence rates, limiting shape results and uncertainty quantification. Based on lecture notes for a course given at the St-Flour summer school in 2023, the book is aimed at researchers and graduate students in statistics and probability.
Informácie o knihe
Angličtina
Kategórie
Darujte túto knihu ešte dnes
Je to jednoduché
1 Pridajte knihu do košíka a vyberte možnosť doručiť ako darček 2 Obratom Vám zašleme poukaz 3 Knihu zašleme na adresu obdarovanéhoMohlo by vás tiež zaujímať
/
Brožovaná
11.51
€
/
Brožovaná
8.07
€
/
Brožovaná
25.56
€
/
Brožovaná
7.47
€
/
Brožovaná
29.19
€
