ABSTRACT
In response to scientific needs for more diverse and structured explanations of statistical data, researchers have discovered how to model individual data points as belonging to multiple groups. Handbook of Mixed Membership Models and Their Applications shows you how to use these flexible modeling tools to uncover hidden patterns in modern high-dim
TABLE OF CONTENTS
part 1|2 pages
Part 1 Mixed Membership: Setting the Stage
part 2|2 pages
Part 2 The Grade of Membership Model and Its Extensions
part 3|2 pages
Part 3 Topic Models: Mixed Membership Models for Text
part 4|2 pages
Semi-Supervised Mixed Membership Models
part 5|2 pages
Part 5 Special Methodology for Sequence and Rank Data
part 6|2 pages
Part 6 Mixed Membership Models for Networks