SKOLKOVO Library

SKOLKOVO School of Management

Statistics for high-dimensional data : (Record no. 3743)

000 -LEADER
fixed length control field 02000cam a22003977a 4500
001 - CONTROL NUMBER
control field 16801706
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200211074132.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110531s2011 gw a b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2011930793
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642201912 (hdbk. : acidfree paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3642201911 (hdbk. : acidfree paper)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn729346867
040 ## - CATALOGING SOURCE
Original cataloging agency BTCTA
Language of cataloging eng
Transcribing agency BTCTA
Modifying agency YDXCP
-- OHX
-- AZS
-- BWX
-- CDX
-- MUU
-- MEAUC
-- NJT
-- DLC
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276
Item number .B84 2011
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Bühlmann, Peter.
245 10 - TITLE STATEMENT
Title Statistics for high-dimensional data :
Remainder of title methods, theory and applications /
Statement of responsibility, etc Peter Bühlmann, Sara van de Geer.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Heidelberg ;
-- New York :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc c2011.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 556 p. :
Other physical details ill. (some col.) ;
Dimensions 24 cm.
490 1# - SERIES STATEMENT
Series statement Springer series in statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 547-556) and indexes.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- Lasso for linear models -- Generalized linear models and the Lasso -- The group Lasso --Additive models and many smooth univariate functions -- Theory for the Lasso -- Variable selection with the Lasso -- Theory for l₁/l₂-penalty procedures -- Non-convex loss functions and l₁-regulation -- Stable solutions -- P-values for linear models and beyond -- Boosting and greedy algorithms -- Graphical modeling -- Probabililty and moment inequalities.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Smoothness of functions.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Nonconvex programming.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Least absolute deviations (Statistics)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Linear models (Statistics)
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Geer, S. A. van de
Fuller form of name (Sara A.)
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Springer series in statistics.
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-text here
Uniform Resource Identifier https://link.springer.com/book/10.1007/978-3-642-20192-9
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c copycat
d 2
e ncip
f 20
g y-gencatlg
936 ## - OCLC/CONSER MISCELLANEOUS DATA (OCLC); PIECE USED FOR CATALOGING (pre-AACR2) (RLIN)
OCLC control number(s) of parallel record(s) (OCLC); Piece used for cataloging, PUC (RLIN) PR 712538943
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Full call number Barcode Date last seen Price effective from Koha item type
          Skoltech library Skoltech library Shelves 2017-09-22 QA276 .B84 2011 2000006547 2017-09-22 2017-09-22 Book