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The Mathematics of the Uncertain
This book is a tribute to Professor Pedro Gil, who created the Department of Statistics, OR and TM at the University of Oviedo, and a former President of the Spanish Society of Statistics and OR (SEIO). In more than eighty original contributions, it illustrates the extent to which Mathematics can help manage uncertainty, a factor that is inherent to real life. Today it goes without saying that, in order to model experiments and systems and to analyze related outcomes and data, it is necessary to consider formal ideas and develop scientific approaches and techniques for dealing with uncertainty. Mathematics is crucial in this endeavor, as this book demonstrates. As Professor Pedro Gil highlig...
Poetry and Violence
Does art that depicts violence generate more violence? Taking up a question that touches on contemporary developments such as gangsta rap and schoolyard shootings, John H. McDowell provides an in-depth study of a body of poetry that takes violence as its subject: the Mexican ballad form known as the corrido. McDowell concentrates on the corrido tradition in Costa Chica, where the ethnic mix includes a strong African-Mexican, or Afro-mestizo, component. Through interviews with corrido composers and performers, both male and female, and a generous sampling of ballad texts, McDowell reveals a living vernacular tradition that amounts to a chronicle of local and regional rivalries. Focusing on th...
¡Corrido!
The present compilation of ballads from the Mexican states of Guerrero and Oaxaca documents one of the world's great traditions of heroic song, a tradition that has thrived continuously for the last hundred years. The 107 corridos presented here, gathered during ethnographic research over a period of twenty-five years in settlements on Mexico's Costa Chica and Costa Grande, offer a window into the ethos of heroism among the cultures of Mexico's southwestern coast, a region that has been plagued by recurrent cycles of violence. John Holmes McDowell presents a richly annotated field collection of corridos, accompanied by musical scores and transcriptions and translations of lyrics. In addition to his interpretation of the corridos' depiction of violence and masculinity, McDowell situates the songs in historical and performance contexts, illuminating the Afro-mestizo influence in this distinctive population.
Soft Methods for Data Science
This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.
Classification and Data Science in the Digital Age
The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education. The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International Federation of Classification Societies (IFCS 2022), held in Porto, Portugal, July 19–23, 2022. Th...
Robust Cluster Analysis and Variable Selection
Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection, Gunter Ritter presents an overview of the theory and applications of probabilistic clustering and variable selection, synthesizing the key research results of the last 50 years. The author focuses on the robust clustering methods he found to be the most useful on simulated data and real-time applications. The book provides clear guidance for the varying needs of both applications, describing scenarios in which accuracy and speed are the primary goals. Robust Clust...
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