‹‹ Go Back

Luis Guti´errez Inostroza

Universidad de Chile



‹‹ Go Back

Rams´es H. Mena

Universidad Nacional Aut ´onoma de M´exico



‹‹ Go Back

Matteo Ruggiero

University of Torino and Collegio Carlo Alberto



‹‹ Go Back

Please enter your access key

The asset you are trying to access is locked for premium users. Please enter your access key to unlock.


Email This Presentation:

From:

To:

Subject:

Body:

←Back IconGems-Print

62 – Recent Advances in Bayesian Nonparametric Methods

On Gem Diffusive Mixtures

Sponsor: Section on Nonparametric Statistics
Keywords: Bayesian nonparametrics, Dependent process, mixture model, diffusion process, measure-valued process

Luis Guti´errez Inostroza

Universidad de Chile

Rams´es H. Mena

Universidad Nacional Aut ´onoma de M´exico

Matteo Ruggiero

University of Torino and Collegio Carlo Alberto

We present and discuss the class of dependent mixture models induced by diffusive measure-valued GEM processes. These extend the family of diffusive Dirichlet mixtures to the multiparameter case, including dependent Pitman-Yor mixtures as special cases, and have applications to Bayesian nonparametric inference for dynamic density estimation with discretely collected data.

"eventScribe", the eventScribe logo, "CadmiumCD", and the CadmiumCD logo are trademarks of CadmiumCD LLC, and may not be copied, imitated or used, in whole or in part, without prior written permission from CadmiumCD. The appearance of these proceedings, customized graphics that are unique to these proceedings, and customized scripts are the service mark, trademark and/or trade dress of CadmiumCD and may not be copied, imitated or used, in whole or in part, without prior written notification. All other trademarks, slogans, company names or logos are the property of their respective owners. Reference to any products, services, processes or other information, by trade name, trademark, manufacturer, owner, or otherwise does not constitute or imply endorsement, sponsorship, or recommendation thereof by CadmiumCD.

As a user you may provide CadmiumCD with feedback. Any ideas or suggestions you provide through any feedback mechanisms on these proceedings may be used by CadmiumCD, at our sole discretion, including future modifications to the eventScribe product. You hereby grant to CadmiumCD and our assigns a perpetual, worldwide, fully transferable, sublicensable, irrevocable, royalty free license to use, reproduce, modify, create derivative works from, distribute, and display the feedback in any manner and for any purpose.

© 2016 CadmiumCD