Jianqing (Princeton University, New Jersey, USA) Fan,
Jianqing Fan,
Runze (Pennsylvania State University, University Park, USA) Li,
Runze Li,
Cun-Hui (Rutgers University, Piscataway, USA) Zhang,
Cun-Hui Zhang,
Hui Zou
e.a.
CRC Press
1e druk, 2020
9781466510845
Statistical Foundations of Data Science
Specificaties
Gebonden, 774 blz.
|
Engels
CRC Press |
1e druk, 2020
ISBN13: 9781466510845
Rubricering
Onderdeel van serie
Chapman & Hall/CRC Data Science Series
Levertijd ongeveer 11 werkdagen
Gratis verzonden
Samenvatting
Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional data Presents a general framework of regularization methods Covers feature screening for ultrahigh-dimensional data Describes large-scale covariance estimation