00000nam a22000005i 4500 UP-8027390931311635736 Buklod 20250609131330.0 m |o d | cr ||||||||||| 250319s2019 xx |||| o |||| 0|eng 9783030286644 10.1007/978-3-030-28665-1 doi 21665514 DLC eng pn rda DLC DSTC eng QA 247 S86 2019 MAT029000 bisacsh PBT bicssc PBT thema 519.5 23 Stochastic models, statistics and their applications Dresden, Germany, March 2019 edited by Ansgar Steland, Ewaryst Rafajłowicz, Ostap Okhrin. 2019. Cham Springer International Publishing Imprint: Springer 2019. xvi, 450 pages color illustrations 24 cm text txt rdacontent unmediated rdamedia volume cr rdacarrier ext file PDF rda Springer Proceedings in Mathematics & Statistics 2194-1009 122 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. Description provided by publisher. Mathematical statistics. Probabilities. Statistics . Probability Theory and Stochastic Processes. https://scigraph.springernature.com/ontologies/product-market-codes/M27004 Probability and Statistics in Computer Science. https://scigraph.springernature.com/ontologies/product-market-codes/I17036 Statistical Theory and Methods. https://scigraph.springernature.com/ontologies/product-market-codes/S11001 Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/S17020 Statistics for Life Sciences, Medicine, Health Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/S17030 Conference papers and proceedings Congress Stochastic processes Stochastic processes Congresses proceedings (reports) Rafajłowicz, Ewaryst editor. Okhrin, Ostap. editor. Okhrin, Ostap. Steland, Ansgar. editor. Steland, Ansgar. FO Printed UPD DSTC QA 247 S96 2019 Book