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Stochastic Models, Statistics and Their Applications

Name: Stochastic Models, Statistics and Their Applications
Brand: Springer, Berlin
SKU: 24519453
Price: 152.59 EUR
Availability: InStock
Author: Ansgar Steland
ISBN: 9783030286644

Dresden, Germany, March 2019

Ansgar Steland

Ewaryst Rafajlowicz

Ostap Okhrin

Idioma

Inglés

Libro Tapa dura

Código Libristo: 24519453

Editores Springer, Berlin, octubre 2019

This volume presents selected and peer-reviewed contributions from the 14th Workshop on Stochastic M... Descripción completa

Código Libristo: 24519453

373 b

152.59 €

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This volume presents selected and peer-reviewed contributions from the 14th Workshop on Stochastic Models, Statistics and Their Applications, held in Dresden, Germany, on March 6-8, 2019. Addressing the needs of theoretical and applied researchers alike, the contributions provide an overview of the latest advances and trends in the areas of mathematical statistics and applied probability, and their applications to high-dimensional statistics, econometrics and time series analysis, statistics for stochastic processes, statistical machine learning, big data and data science, random matrix theory, quality control, change-point analysis and detection, finance, copulas, survival analysis and reliability, sequential experiments, empirical processes, and microsimulations. As the book demonstrates, stochastic models and related statistical procedures and algorithms are essential to more comprehensively understanding and solving present-day problems arising in e.g. the natural sciences, machine learning, data science, engineering, image analysis, genetics, econometrics and finance.