Selected Contributions on Statistics and Data Science in Latin America

The volume includes a collection of peer-reviewed contributions from among those presented at the main conference organized yearly by the Mexican Statistical Association (AME) and every two years by a Latin-American Confederation of Statistical Societies.

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Isadora Antoniano-Villalobos · Ramsés H. Mena · Manuel Mendoza · Lizbeth Naranjo · Luis E. Nieto-Barajas   Editors

Selected Contributions on Statistics and Data Science in Latin America 33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1–5

Springer Proceedings in Mathematics & Statistics Volume 301

Springer Proceedings in Mathematics & Statistics This book series features volumes composed of selected contributions from workshops and conferences in all areas of current research in mathematics and statistics, including operation research and optimization. In addition to an overall evaluation of the interest, scientific quality, and timeliness of each proposal at the hands of the publisher, individual contributions are all refereed to the high quality standards of leading journals in the field. Thus, this series provides the research community with well-edited, authoritative reports on developments in the most exciting areas of mathematical and statistical research today.

More information about this series at http://www.springer.com/series/10533

Isadora Antoniano-Villalobos Ramsés H. Mena Manuel Mendoza Lizbeth Naranjo Luis E. Nieto-Barajas •







Editors

Selected Contributions on Statistics and Data Science in Latin America 33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1–5

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Editors Isadora Antoniano-Villalobos Department of Environmental Sciences, Informatics and Statistics Ca’ Foscari University of Venice Venice, Italy Manuel Mendoza Department of Statistics Instituto Tecnológico Autónomo de México Mexico City, Mexico

Ramsés H. Mena Department of Probability and Statistics IIMAS, UNAM Mexico City, Mexico Lizbeth Naranjo Department of Mathematics Facultad de Ciencias, UNAM Mexico City, Mexico

Luis E. Nieto-Barajas Department of Statistics Instituto Tecnológico Autónomo de México Mexico City, Mexico

ISSN 2194-1009 ISSN 2194-1017 (electronic) Springer Proceedings in Mathematics & Statistics ISBN 978-3-030-31550-4 ISBN 978-3-030-31551-1 (eBook) https://doi.org/10.1007/978-3-030-31551-1 Mathematics Subject Classification (2010): 34K12, 34K29, 60J22, 60J25, 60J75, 62D05, 62F15, 62G99, 62H20, 62H25, 62H30, 62H99, 62J12, 62J99, 62M05, 62M09, 62P10, 65C40, 90C90, 92D30 © Springer Nature Switzerland AG 2019 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