Acceleration of the EM, MM, and Other Monotone Algorithms for Modern Applications
Book Details
Format
Hardback or Cased Book
ISBN-10
1498764665
ISBN-13
9781498764667
Publisher
Taylor & Francis Inc
Imprint
Chapman & Hall/CRC
Country of Manufacture
US
Country of Publication
GB
Publication Date
Jan 15th, 2027
Print length
300 Pages
Product Classification:
Probability & statisticsAutomatic control engineering
Ksh 13,850.00
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Various convergence acceleration techniques developed in computational mathematics can and have been applied to speed up the convergence of EM and MM algorithms. This monograph will present and discuss these convergence acceleration schemes, with applications and demonstrations using R and Julia code. The monograph will likely be useful to PhD-level graduate students and researchers in statistics, data science, applied mathematics, engineering, and physics working on computational algorithms for big data and high-dimensional problems.
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