TY  - BOOK
AU  - Fan,Jianqing
AU  - Li,Runze
AU  - Zhang,Cun-Hui
AU  - Zou,Hui
TI  - Statistical foundation of data science
T2  - CRC data science series
SN  - 9781466510845
U1  - 519.5 
PY  - 2020///
CY  - Boca Raton
PB  - CRC Press
N2  - "Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques and algorithms, along with their mathematical insights and statistical theories. It aims to serve as a graduate-level textbook and a research monograph on high-dimensional statistics, sparsity and covariance learning, machine learning, and statistical inference. It includes ample exercises that involve both theoretical studies as well as empirical applications"--
ER  -