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首页Handbook of Big Data Analytics
Springer Handbooks of Computational Statistics it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to support insightful discoveries from big data
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Springer Handbooks of Computational Statistics
WolfgangKarlHärdle
HenryHorng-ShingLu
XiaotongShen Editors
Handbook
of Big Data
Analytics
Springer Handbooks of Computational Statistics
Series editors
James E. Gentle
Wolfgang K. Härdle
Yuichi Mori
Wolfgang Karl H Rardle • Henry Horng-Shing Lu •
Xiaotong Shen
Editors
Handbook of Big Data
Analytics
123
Editors
Wolfgang Karl HRardle
Ladislaus von Bortkiewicz Chair
of Statistics
C.A.S.E. Center for Applied Statistics &
Economics
Humboldt-UniversitRat zu Berlin
Berlin, Germany
Henry Horng-Shing Lu
Institute of Statistics
National Chiao Tung University
Hsinchu, Taiwan
Xiaotong Shen
School of Statistics
University of Minnesota
Minneapolis, USA
ISSN 2197-9790 ISSN 2197-9804 (electronic)
Springer Handbooks of Computational Statistics
ISBN 978-3-319-18283-4 ISBN 978-3-319-18284-1 (eBook)
https://doi.org/10.1007/978-3-319-18284-1
Library of Congress Control Number: 2018948165
© Springer International Publishing AG, part of Springer Nature 2018
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of
the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information
storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology
now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication
does not imply, even in the absence of a specific statement, that such names are exempt from the relevant
protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book
are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or
the editors give a warranty, express or implied, with respect to the material contained herein or for any
errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional
claims in published maps and institutional affiliations.
Printed on acid-free paper
This Springer imprint is published by the registered company Springer International Publishing AG part
of Springer Nature.
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
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