| Acceleration of the Em, MM, and Other Monotone Algorithms for Modern Applications Contributor(s): Varadhan, Ravi (Author), Zhou, Hua (Author) |
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ISBN: 1498764665 ISBN-13: 9781498764667 Publisher: CRC Press OUR PRICE: $94.95 Product Type: Hardcover Published: January 2027 This item may be ordered no more than 25 days prior to its publication date of January 15, 2027 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - General - Computers | Machine Theory |
| Physical Information: 300 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |