T
Thriyambakam Krishnan
Publications - 6
Citations - 7495
Thriyambakam Krishnan is an academic researcher. The author has contributed to research in topics: Expectation–maximization algorithm & Statistical model. The author has an hindex of 5, co-authored 6 publications receiving 7246 citations.
Papers
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Book
The EM algorithm and extensions
TL;DR: The EM Algorithm and Extensions describes the formulation of the EM algorithm, details its methodology, discusses its implementation, and illustrates applications in many statistical contexts, opening the door to the tremendous potential of this remarkably versatile statistical tool.
MonographDOI
The EM Algorithm and Extensions: Second Edition
TL;DR: The EM algorithm and extensions 2008, The EM algorithm as discussed by the authors, and extensions 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017
Journal ArticleDOI
The EM Algorithm and Extensions.
TL;DR: McLachlan and Krishnan as discussed by the authors presented a unified account of the theory, methodology, and applications of the Expectation-Maximization (EM) algorithm and its extensions, and illustrated applications in many statistical contexts.
Book ChapterDOI
The EM Algorithm
TL;DR: The second edition of the book chapter attempts to capture advanced developments in EM methodology in recent years, especially in its applications to the related fields of biomedical and health sciences.