New Statistical Developments in Data Science: Sis 2017, Florence, Italy, June 28-30
暫譯: 數據科學中的新統計發展：2017年佛羅倫斯，義大利，6月28日至30日
Petrucci, Alessandra, Racioppi, Filomena, Verde, Rosanna
- 出版商: Springer
- 出版日期: 2019-08-21
- 售價: $6,600
- 貴賓價: 9.5 折 $6,270
- 語言: 英文
- 頁數: 472
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030211576
- ISBN-13: 9783030211578
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
商品描述
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 with here. Lastly, it will help Statisticians and Data Scientists recognize their counterparts' fundamental role.
商品描述(中文翻譯)
本卷收錄了於2017年6月28日至30日在義大利佛羅倫斯舉行的SIS會議「統計與數據科學：新挑戰，新世代」上發表的擴展版本論文。強調統計學和數據分析方法在數據科學時代中的核心角色，這些貢獻提供了各個統計研究領域最新發展的基本概述。這35篇貢獻被分為六個部分，每個部分專注於對「數據科學」有貢獻的核心領域。本書涵蓋的主題包括強大的統計方法、貝葉斯方法、在人口和社會研究中的應用、經濟和金融研究、樣本設計和數學統計技術。雖然本書主要針對對統計和數據分析最新前沿感興趣的研究人員，但也為相關學科的學生提供了有價值的補充材料。最後，它將幫助統計學家和數據科學家認識到彼此的基本角色。
作者簡介
Alessandra Petrucci is Professor of Social Statistics at the University of Florence, where she is Head of the Department of Statistics, Computer Science, and Applications and a member of the Academic Senate. Dr. Petrucci holds a PhD in Applied Statistics. Her research interests include methods for survey sampling, spatial statistics, environmental statistics, multivariate analysis, and teaching evaluation. She has published a considerable number of papers in national and international journals and has been a member of many research projects and scientific committees for several national and international conferences. Dr. Petrucci is an elected member of International Statistical Institute (ISI) and a fellow of the Italian Statistical Society (SIS). She is a member of the Centro Camilo Dagum, Tuscan Interuniversity Centre - Advanced Statistics for Equitable and Sustainable Development.
Filomena Racioppi is Associate Professor of Demography in the Department of Statistics at Sapienza University of Rome, where she is on the Board of the PhD program in Statistical Sciences. She is a member of the Italian Association for Population Studies, the Italian Statistical Society (SIS), the European Association for Population Studies (EAPS), and the International Union for Scientific Studies of Population (IUSSP). She has been a member and/or coordinator of several national and international research projects. She was executive editor of Genus from 1999 to 2009 and a member of the scientific advisory board for Population Research and Policy Review. Currently she is on the scientific board of Genus and serves as a reviewer for several demographic international journals. Dr. Racioppi's research areas have included, among others, reproductive behaviors, applied and business demography, active ageing and age management, and gender issues during the life course.
Rosanna Verde is Professor of Statistics in the Department of Mathematics and Physics at the University of Campania Luigi Vanvitelli, where she is coordinator of the Bachelor's degree in Data Analytics. She is also on the Board of the PhD program in Social and Statistical Sciences at the University of Naples. Dr. Verde is a member of several international statistical associations and she is on the scientific board of SIS Group on Statistics and Data Science. She is associate editor of Statistical Methods & Application journal. She was an expert evaluator for the European Programme IST. She has coordinated various national and regional projects, and she has also participated in European projects. She was guest researcher and visiting professor at several foreign universities and research centres. Her main fields of research are: classification, symbolic data analysis, data stream analysis, and functional data analysis. She is a co-author of more than 100 papers in journals and in proceedings of international conferences.
作者簡介(中文翻譯)
阿萊桑德拉·佩特魯奇是佛羅倫斯大學社會統計學教授，擔任統計、計算機科學與應用系主任及學術參議會成員。佩特魯奇博士擁有應用統計學的博士學位。她的研究興趣包括調查取樣方法、空間統計、環境統計、多變量分析及教學評估。她在國內外期刊上發表了大量論文，並參與了多個國內外研究項目及科學委員會的工作。佩特魯奇博士是國際統計學會（ISI）的當選成員，也是意大利統計學會（SIS）的研究員。她是卡米洛·達古姆中心的成員，該中心是托斯卡納大學間的高級統計中心，專注於公平與可持續發展。
菲洛梅娜·拉喬比是羅馬薩賓納大學統計系的人口學副教授，並在統計科學博士課程的委員會中任職。她是意大利人口研究協會、意大利統計學會（SIS）、歐洲人口研究協會（EAPS）及國際人口科學研究聯合會（IUSSP）的成員。她曾參與和/或協調多個國內外研究項目。她在1999年至2009年間擔任《Genus》的執行編輯，並曾是《Population Research and Policy Review》的科學顧問委員會成員。目前，她是《Genus》的科學委員會成員，並擔任多本國際人口學期刊的審稿人。拉喬比博士的研究領域包括生育行為、應用與商業人口學、積極老齡化與年齡管理，以及生命過程中的性別議題等。
羅莎娜·維爾德是坎帕尼亞路易吉·范維泰利大學數學與物理系的統計學教授，並擔任數據分析學士學位課程的協調員。她同時也是那不勒斯大學社會與統計科學博士課程的委員會成員。維爾德博士是多個國際統計協會的成員，並在SIS統計與數據科學小組的科學委員會中任職。她是《Statistical Methods & Application》期刊的副編輯。她曾擔任歐洲計畫IST的專家評估員。她協調過多個國內及區域項目，並參與過歐洲項目。她曾在多所外國大學及研究中心擔任客座研究員及訪問教授。她的主要研究領域包括：分類、符號數據分析、數據流分析及功能數據分析。她是超過100篇期刊論文及國際會議論文集的共同作者。
