Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data
This proceedings volume contains eight selected papers that were presented in the International Symposium in Statistics (ISS) 2015 On Advances in Parametric and Semi-parametric Analysis of Multivariate, Time Series, Spatial-temporal, and Familial-longitud
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Brajendra C. Sutradhar Editor
Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data Proceedings of the 2015 International Symposium in Statistics
Lecture Notes in Statistics Proceedings Volume 218
Series Editors Peter Bickel Peter Diggle Stephen E. Fienberg Ursula Gather Ingram Olkin Scott Zeger
More information about this series at http://www.springer.com/series/8440
Brajendra C. Sutradhar Editor
Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data Proceedings of the 2015 International Symposium in Statistics
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Editor Brajendra C. Sutradhar Department of Mathematics and Statistics Memorial University of Newfoundland St. John’s, NL, Canada
ISSN 0930-0325 Lecture Notes in Statistics ISBN 978-3-319-31258-3 DOI 10.1007/978-3-319-31260-6
ISSN 2197-7186 (electronic) ISBN 978-3-319-31260-6 (eBook)
Library of Congress Control Number: 2016940011 © Springer International Publishing Switzerland 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 International Publishing AG Switzerland
To Bhagawan Sri Sathya Sai Baba
Preface
This special proceedings volume contains eight selected papers that were presented in the International Symposium in Statistics (ISS) 2015 on Advances in Parametric and Semi-parametric Analysis of Multivariate, Time Series, Spatial-Temporal, and Familial-Longitudinal Data, held in St. John’s, Canada, from July 6 to 8, 2015. The main objective of the ISS-2015 was the discussion on advances and challenges in parametric and semi-parametric analysis for correlated data in both continuous and discrete setups. Thus, as a reflection of the theme of the symposium, the eight papers of this proceedings volume are presented in four parts: Part I—Elliptical t Distribution Theory; Part II—Spatial and/or Time Series Volatility Models with Applications; Part III—Longitudinal Mul
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