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Mathematical Foundations of Infinite-Dimensional Statistical Models - Cambridge Series in Statistical and Probabilistic Mathematics Gine, Evarist (University of Connecticut)
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
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | November 18, 2015 |
| ISBN13 | 9781107043169 |
| Publishers | Cambridge University Press |
| Pages | 706 |
| Dimensions | 187 × 264 × 45 mm · 1.54 kg |
| Language | English |