Statistical foundations of data science (Record no. 1433089)

MARC details
000 -LEADER
fixed length control field 01357nam a2200229 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250630163835.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250627b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781032941752
040 ## - CATALOGING SOURCE
Original cataloging agency CSL
Transcribing agency CSL
041 ## - LANGUAGE CODE
Source of code eng
Language code of text/sound track or separate title eng
084 ## - COLON CLASSIFICATION NUMBER
Classification number B28 R0
Assigning agency CSL
245 ## - TITLE STATEMENT
Title Statistical foundations of data science
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton :
Name of publisher, distributor, etc. CRC Press,
Date of publication, distribution, etc. 2020.
300 ## - PHYSICAL DESCRIPTION
Extent xxi, 752p.
Other physical details : ill.
Dimensions ; 24 cm.
500 ## - GENERAL NOTE
General note Includes reference and index
520 ## - SUMMARY, ETC.
Summary, etc. 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. The book begins with an introduction to the stylized features of big data and their impacts on statistical analysis.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
9 (RLIN) 480917
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Regression analysis
9 (RLIN) 732722
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element High-dimensional data analysis
9 (RLIN) 814857
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Fan, Jianqing
Relator term author.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Colon Classification (CC)
Suppress in OPAC No
Koha item type Textual
Classification part B28 R0
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Date last checked out Price effective from Koha item type
    Colon Classification (CC)     Central Science Library Central Science Library 2024-10-22 Shivam book service 1 B28 R0 SL1655941 2025-10-31 2025-10-17 2025-06-27 Textual