Mathematical Foundations of Infinite-Dimensional Statistical Models
Book Details
Format
Hardback or Cased Book
ISBN-10
1107043166
ISBN-13
9781107043169
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 18th, 2015
Print length
720 Pages
Weight
1,544 grams
Dimensions
26.40 x 18.70 x 4.50 cms
Product Classification:
EconometricsProbability & statisticsMathematical modelling
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Ksh 18,650.00
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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.
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