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Mathematical Foundations of Infinite-Dimensional Statistical Models - Cambridge Series in Statistical and Probabilistic Mathematics Gine, Evarist (University of Connecticut)
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Mathematical Foundations of Infinite-Dimensional Statistical Models - Cambridge Series in Statistical and Probabilistic Mathematics
Gine, Evarist (University of Connecticut)
High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically coherent and objective approach to statistical inference in such models, with a focus on function estimation problems arising from random samples (density estimation) or from Gaussian regression/signal in white noise problems.
720 pages
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 18 de noviembre de 2015 |
| ISBN13 | 9781107043169 |
| Editores | Cambridge University Press |
| Páginas | 706 |
| Dimensiones | 187 × 264 × 45 mm · 1,54 kg |
| Lengua | Inglés |
