书目名称 | New Statistical Developments in Data Science | 副标题 | SIS 2017, Florence, | 编辑 | Alessandra Petrucci,Filomena Racioppi,Rosanna Verd | 视频video | | 概述 | Highlights key statistical methods and recent contributions to data science.Shows how Statistics and Data Analysis techniques can support business operations and provide essential information for deci | 丛书名称 | Springer Proceedings in Mathematics & Statistics | 图书封面 |  | 描述 | .This volume collects the extended versions of papers presented at the SIS Conference “Statistics and Data Science: new challenges, new generations”, held in Florence, Italy on June 28-30, 2017. Highlighting the central role of statistics and data analysis methods in the era of Data Science, the contributions offer an essential overview of the latest developments in various areas of statistics research. The 35 contributions have been divided into six parts, each of which focuses on a core area contributing to “Data Science”. The book covers topics including strong statistical methodologies, Bayesian approaches, applications in population and social studies, studies in economics and finance, techniques of sample design and mathematical statistics. Though the book is mainly intended for researchers interested in the latest frontiers of Statistics and Data Analysis, it also offers valuable supplementary material for students of the disciplines dealt withhere. Lastly, it will help Statisticians and Data Scientists recognize their counterparts’ fundamental role.. | 出版日期 | Conference proceedings 2019 | 关键词 | Data Science; Big Data; Data Analysis; Knowledge Based Methods; Complex Data Analytics; Proceedings; Machi | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-21158-5 | isbn_softcover | 978-3-030-21160-8 | isbn_ebook | 978-3-030-21158-5Series ISSN 2194-1009 Series E-ISSN 2194-1017 | issn_series | 2194-1009 | copyright | Springer Nature Switzerland AG 2019 |
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