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Acceleration of the EM, MM, and Other Monotone Algorithms for Modern Applications Varadhan, Ravi (John Hopkins University, Dept. of Oncology, Division of Biostatistics and Bioinformatics, Baltimore, Maryland, USA) 1.º edición
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Acceleration of the EM, MM, and Other Monotone Algorithms for Modern Applications
Varadhan, Ravi (John Hopkins University, Dept. of Oncology, Division of Biostatistics and Bioinformatics, Baltimore, Maryland, USA)
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.
300 pages, 50 Illustrations, black and white
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Pendiente de lanzamiento | 15 de enero de 2027 |
| ISBN13 | 9781498764667 |
| Editores | Taylor & Francis Inc |
| Páginas | 300 |
| Dimensiones | 150 × 220 × 20 mm · 632 g (Peso (estimado)) |
| Lengua | Inglés |
