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Selected Contributions on Statistics and Data Science in Latin America

33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1−5

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Isadora Antoniano-Villalobos

    1. Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Venice, Italy

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  2. Ramsés H. Mena

    1. Department of Probability and Statistics, IIMAS, UNAM, Mexico City, Mexico

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  3. Manuel Mendoza

    1. Department of Statistics, Instituto Tecnológico Autónomo de México, Mexico City, Mexico

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  4. Lizbeth Naranjo

    1. Department of Mathematics, Facultad de Ciencias, UNAM, Mexico City, Mexico

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  5. Luis E. Nieto-Barajas

    1. Department of Statistics, Instituto Tecnológico Autónomo de México, Mexico City, Mexico

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  • Provides access to original research from Mexico and Latin America
  • Contains peer-reviewed articles on a variety of statistical areas
  • Attractive content for both theorists and practitioners

Part of the book series: Springer Proceedings in Mathematics & Statistics (PROMS, volume 301)

Included in the following conference series:

Conference proceedings info: FNE 2018.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-viii
    Download chapter PDF

  2. A Heavy-Tailed Multilevel Mixture Model for the Quick Count in the Mexican Elections of 2018

    • Michelle Anzarut, Luis Felipe González, María Teresa Ortiz
    Pages 1-13

  3. Bayesian Estimation for the Markov-Modulated Diffusion Risk Model

    • F. Baltazar-Larios, Luz Judith R. Esparza
    Pages 15-31

  4. Meta-Analysis in DTA with Hierarchical Models Bivariate and HSROC: Simulation Study

    • Sergio A. Bauz-Olvera, Johny J. Pambabay-Calero, Ana B. Nieto-Librero, Ma. Purificación Galindo-Villardón
    Pages 33-42

  5. Compound Dirichlet Processes

    • Arrigo Coen, Beatriz Godínez-Chaparro
    Pages 43-58

  6. An Efficient Method to Determine the Degree of Overlap of Two Multivariate Distributions

    • Eduardo Gutiérrez-Peña, Stephen G. Walker
    Pages 59-68

  7. Clustering via Nonsymmetric Partition Distributions

    • Asael Fabian Martínez
    Pages 69-80

  8. A Flexible Replication-Based Classification Approach for Parkinson’s Disease Detection by Using Voice Recordings

    • Lizbeth Naranjo, Ruth Fuentes-García, Carlos J. Pérez
    Pages 81-94

  9. Calibration of Population Growth Mathematical Models by Using Time Series

    • Francisco Novoa-Muñoz, Sergio Contreras Espinoza, Aníbal Coronel Pérez, Ian Hess Duque
    Pages 95-110

  10. Impact of the Red Code Process Using Structural Equation Models

    • Eduardo Pérez Castro, Flaviano Godínez Jaimes, Elia Barrera Rodríguez, Ramón Reyes Carreto, Raúl López Roque, Virginia Vera Leyva
    Pages 111-125

  11. On a Construction of Stationary Processes via Bilateral Matrix-Exponential Distributions

    • Luz Judith R. Esparza
    Pages 127-143

  12. BoostNet: Bootstrapping Detection of Socialbots, and a Case Study from Guatemala

    • E. I. Velazquez Richards, E. Gallagher, P. Suárez-Serrato
    Pages 145-154
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Other volumes

  1. Selected Contributions on Statistics and Data Science in Latin America

Keywords

About this book

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. For the 2018 edition, particular attention was placed on the analysis of highly complex or large data sets, which have come to be known as “big data”. Statistical research in Latin America is prolific and research networks span within and outside the region. The goal of this volume is to provide access to selected works from Latin-American collaborators and their research networks to a wider audience. New methodological advances, motivated in part by the challenges of a data-driven world and the Latin American context, will be of interest to academics and practitioners around the world. 

Editors and Affiliations

  • Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Venice, Italy

    Isadora Antoniano-Villalobos

  • Department of Probability and Statistics, IIMAS, UNAM, Mexico City, Mexico

    Ramsés H. Mena

  • Department of Statistics, Instituto Tecnológico Autónomo de México, Mexico City, Mexico

    Manuel Mendoza, Luis E. Nieto-Barajas

  • Department of Mathematics, Facultad de Ciencias, UNAM, Mexico City, Mexico

    Lizbeth Naranjo

Bibliographic Information

  • Book Title: Selected Contributions on Statistics and Data Science in Latin America

  • Book Subtitle: 33 FNE and 13 CLATSE, 2018, Guadalajara, Mexico, October 1−5

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

  • Series Title: Springer Proceedings in Mathematics & Statistics

  • DOI: https://doi.org/10.1007/978-3-030-31551-1

  • Publisher: Springer Cham

  • eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-31550-4Published: 06 November 2019

  • Softcover ISBN: 978-3-030-31553-5Published: 06 November 2020

  • eBook ISBN: 978-3-030-31551-1Published: 05 November 2019

  • Series ISSN: 2194-1009

  • Series E-ISSN: 2194-1017

  • Edition Number: 1

  • Number of Pages: VIII, 154

  • Number of Illustrations: 10 b/w illustrations, 36 illustrations in colour

  • Topics: Markov model, Applied Statistics, Bayesian Inference, Big Data/Analytics, Big Data

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