Prior Processes and Their Applications - Nonparametric Bayesian Estimation - Grand Format

Edition en anglais

Note moyenne 
Eswar G. Phadia - Prior Processes and Their Applications - Nonparametric Bayesian Estimation.
This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the last four decades in order to... Lire la suite
71,30 € Neuf
Expédié sous 2 à 4 semaines
Livré chez vous entre le 11 mars et le 25 mars
En librairie

Résumé

This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the last four decades in order to deal with the Bayesian approach to solving some nonparametric inference problems. Applications of these priors in various estimation problems are presented. Starting with the famous Dirichlet process and its variants, the first part describes processes neutral to the right, gamma and extended gamma, beta and beta-Stacy, tail free and Polya tree, one and two parameter Poisson-Dirichlet, the Chinese Restaurant and Indian Buffet processes, etc., and discusses their interconnection.
In addition, several new processes that have appeared in the literature in recent years and which are off-shoots of the Dirichlet process are described briefly. The second part contains the Bayesian solutions to certain estimation problems pertaining to the distribution function and its functional based on complete data. Because of the conjugacy property of some of these processes, the resulting solutions are mostly in closed form.
The third part treats similar problems but based on right censored data. Other applications are also included. A comprehensive list of references is provided in order to help readers explore further on their own.

Caractéristiques

  • Date de parution
    01/08/2013
  • Editeur
  • ISBN
    978-3-642-39279-5
  • EAN
    9783642392795
  • Format
    Grand Format
  • Présentation
    Relié
  • Poids
    0.48 Kg
  • Dimensions
    15,9 cm × 24,1 cm × 1,7 cm

Avis libraires et clients

Les clients ont également aimé

Derniers produits consultés

Decitre utilise des cookies pour vous offrir le meilleur service possible. En continuant votre navigation, vous en acceptez l'utilisation. En savoir plus OK
71,30 €