Handbook of mixed membership models and their applications
By: edited by Edoardo M. Airoldi, Harvard University, Cambridge, Massachusetts, USA, David M. Blei, Columbia University, New York, New York, USA, Elena A. Erosheva, University of Washington, Seattle, Washingtron, USA, Stephen E. Fienberg, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
Series: Chapman & Hall/CRC handbooks of modern statistical methods; Chapman & Hall/CRC handbooks of modern statistical methods
Publisher: CRC Press, Taylor & Francis Group
Published: 2015
Place of publication: Boca Raton
Language: eng
Number of pages: 586
ISBN-13: 9781466504080
Copyright date: 2015
Subjects: Analysis of variance; Mathematical statistics; Multivariate Daten; Musteranalyse
Notes: "A Chapman & Hall Book."

Includes bibliographical references and indexes.
Table of contents: title: I. Mixed membership : setting the stage; title: II. The grade of membership model and its extensions; title: III. Topic models : mixed membership models for text; title: IV. Semi-supervised mixed membership models; title: V. Special methodology for sequence and rank data; title: VI. Mixed membership models for networks.