عنوان
پدید آورنده
موضوع
رده
QA275 .H38 2015
QA275
.
H38
2015
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1498712169 (hardback : acid-free paper)
(Number (ISBN
9781498712163 (hardback : acid-free paper)
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Statistical learning with sparsity :
General Material Designation
[Book]
Other Title Information
the lasso and generalizations /
First Statement of Responsibility
Trevor Hastie, Stanford University, USA, Rob Tibshirani, Stanford University, USA, Martin Wainwright, University of California, Berkeley, USA
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xv, 351 pages :
Other Physical Details
illustrations (some color) ;
Dimensions
25 cm
SERIES
Series Title
Chapman & Hall/CRC monographs on statistics & applied probability ;
Volume Designation
143
GENERAL NOTES
Text of Note
"A Chapman & Hall book."
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and indexes
CONTENTS NOTE
Text of Note
Introduction -- The lasso for linear models -- Generalized linear models -- Generalizations of the lasso penalty -- Optimization methods -- Statistical inference -- Matrix decompositions, approximations, and completion -- Sparse multivariate methods -- Graphs and model selection -- Signal approximation and compressed sensing -- Theoretical results for the lasso
0
TOPICAL NAME USED AS SUBJECT
Least squares
Linear models (Statistics)
Mathematical statistics
Proof theory
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA275
Book number
.
H38
2015
PERSONAL NAME - PRIMARY RESPONSIBILITY
Hastie, Trevor
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Tibshirani, Robert
Wainwright, Martin, (Martin J.)
ORIGINATING SOURCE
Date of Transaction
20201222122017.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
270410
Y
