Mathematical Foundations of Infinite-Dimensional Statistical Models

Mathematical Foundations of Infinite-Dimensional Statistical Models 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 regressionsignal in white noise problems. Autor: Evarist Gine Wydawnictwo: Cambridge University Press Rok wydania: 2015 Okładka: twarda Liczba stron: 720 Wymiary: 26.4 x 18.7 x 4.5 cm Język: angielski ISBN: 9781107043169