Bayesian Nonparametric Mixture Models: Methods and Applications
Author:   Abel Rodriguez (University of California, Santa Cruz, USA) ,  Athanasios Kottas (University of California, Santa Cruz, USA)
Publisher:   Taylor & Francis Inc
ISBN:  

9781466513600


Pages:   350
Publication Date:   01 January 2021
Format:   Hardback
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Our Price $147.00 Quantity:  
Add to Cart

Share |

Bayesian Nonparametric Mixture Models: Methods and Applications


Add your own review!

Overview

Full Product Details

Author:   Abel Rodriguez (University of California, Santa Cruz, USA) ,  Athanasios Kottas (University of California, Santa Cruz, USA)
Publisher:   Taylor & Francis Inc
Imprint:   CRC Press Inc
ISBN:  

9781466513600


ISBN 10:   1466513608
Pages:   350
Publication Date:   01 January 2021
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Introduction. Dirichlet Process Mixture Models: Theory and Methods. Dirichlet Process Mixture Models: Posterior Inference. Nonparametric Mixture Methodology for Random Effects Distributions and Generalized Linear Models. Bayesian Nonparametric Mixture Modeling for Regression Settings. Dependent Nonparametric Mixture Models. Spatial and Spatio-Temporal Modeling with Dependent Nonparametric Priors. More General Nonparametric Mixture Models. Conclusions/Discussion.

Reviews

Author Information

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
 Shopping cart
Mailing List

 

Sign up now