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High-Dimensional Statistics: A Non-Asymptotic Viewpoint - Cambridge Series in Statistical and Probabilistic Mathematics Wainwright, Martin J. (University of California, Berkeley)
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High-Dimensional Statistics: A Non-Asymptotic Viewpoint - Cambridge Series in Statistical and Probabilistic Mathematics
Wainwright, Martin J. (University of California, Berkeley)
Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to genetics and industrial settings ranging from Amazon to Uber. This graduate text equips readers in statistics, machine learning, and related fields to understand, apply, and adapt modern methods suited to large-scale data.
568 pages, Worked examples or Exercises; 1 Tables, black and white; 25 Halftones, black and white; 2
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 21 de febrero de 2019 |
| ISBN13 | 9781108498029 |
| Editores | Cambridge University Press |
| Páginas | 568 |
| Dimensiones | 262 × 187 × 33 mm · 1,23 kg |
| Lengua | Inglés |
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