This volume collects the extended versions of some 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 organized in six parts, each focusing 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
New Statistical Development in Data Science / Petrucci, Alessandra; Racioppi, Filomena; Verde, Rosanna. - (2019), pp. 3-479. [10.1007/978-3-030-21158-5]
New Statistical Development in Data Science
Filomena Racioppi;
2019
Abstract
This volume collects the extended versions of some 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 organized in six parts, each focusing 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 statisticsI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
