Advanced Statistical Methods in Data Science
This book gathers invited presentations from the 2nd Symposium of the ICSA- CANADA Chapter held at the University of Calgary from August 4-6, 2015. The aim of this Symposium was to promote advanced statistical methods in big-data sciences and to allow res
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Ding-Geng (Din) Chen Jiahua Chen Xuewen Lu Grace Y. Yi Hao Yu Editors
Advanced Statistical Methods in Data Science
ICSA Book Series in Statistics
Series editors Jiahua Chen Department of Statistics University of British Columbia Vancouver Canada Ding-Geng (Din) Chen University of North Carolina Chapel Hill, NC, USA
More information about this series at http://www.springer.com/series/13402
Ding-Geng (Din) Chen • Jiahua Chen • Xuewen Lu • Grace Y. Yi • Hao Yu Editors
Advanced Statistical Methods in Data Science
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Editors Ding-Geng (Din) Chen School of Social Work University of North Carolina at Chapel Hill Chapel Hill, NC, USA
Jiahua Chen Department of Statistics University of British Columbia Vancouver, BC, Canada
Department of Biostatistics Gillings School of Global Public Health University of North Carolina at Chapel Hill Chapel Hill, NC, USA
Grace Y. Yi Department of Statistics and Actuarial Science University of Waterloo Waterloo, ON, Canada
Xuewen Lu Department of Mathematics and Statistics University of Calgary Calgary, AB, Canada
Hao Yu Department of Statistics and Actuarial Science Western University London, ON, Canada
ISSN 2199-0980 ICSA Book Series in Statistics ISBN 978-981-10-2593-8 DOI 10.1007/978-981-10-2594-5
ISSN 2199-0999 (electronic) ISBN 978-981-10-2594-5 (eBook)
Library of Congress Control Number: 2016959593 © Springer Science+Business Media Singapore 2016 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. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #22-06/08 Gateway East, Singapore 189721, Singapore
To my parents and parents-in-law, who value higher education and hard work; to my wife Ke, for her love, support, and patience; and to my son John D. Chen and my daughter Jenny K. Chen for their love and support. Ding-Geng (Din) Chen, PhD To my wife, my daughter Amy, and my son Andy, whose admi
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