New Frontiers in Statistics and Data Science: Spe2023, Guimarães, Portugal, October 11-14
暫譯: 統計與數據科學的新前沿：Spe2023，葡萄牙吉馬良斯，2023年10月11-14日

本卷展示了三十二篇經過同行評審的文章，這些文章是在2023年葡萄牙統計學會第26屆大會上發表的。內容涵蓋了理論與應用統計學中的各種前沿主題。每篇貢獻都突顯了該領域的最新進展和研究，為研究人員和實務工作者提供了寶貴的見解和創新方法論。具有數學和統計背景的讀者將特別受益，而來自各個科學學科的研究人員也可以探索眾多穩健的應用。

Lígia Henriques-Rodrigues is an Assistant Professor in the Mathematics Department at the School of Science and Technology, University of Évora (Portugal), and a researcher at the Center of Mathematics and Applications, Institute for Research and Advanced Training at the same institution. Lígia is currently an elected member of the board of directors of the Portuguese Statistical Society (2024-2026). She has collaborated as a referee for several international peer-reviewed journals. Her main research interests are statistics of extremes, nonparametric statistics, and computational statistical methods, with applications in life sciences, environment, risk, insurance, and finance.

Raquel Menezes is an Associate Professor with Habilitation in the Department of Mathematics, University of Minho, Portugal and a member of its Centre of Mathematics. She is an invited researcher at the Centre of Statistics and its Applications (CEAUL), Lisbon University. Her main research interests are spatial and temporal statistics, non-parametric estimation, species distribution modelling and their applications. She has acted as principal investigator of projects funded by the Portuguese National Funding Agency for Science, Research and Technology. Since 2019, she has collaborated with the Department of the Sea and Marine Resources of IPMA. In the last 12 years, she has supervised 6 PhD students and published about 34 papers in international peer-reviewed journals.

Luís Meira Machado is a Full Professor in the Department of Mathematics at the University of Minho, Portugal, and a researcher at its Centre of Mathematics. His research interests encompass various aspects of survival analysis, with a particular focus on multi-state models, nonparametric estimation, ROC curves, generalized additive models, and computational statistics. More recently, he has extended his focus to the application of these methodologies within the domain of machine learning. With over 53 journal articles and book chapters, he has made significant contributions, including advancements in multi-state models and computational statistics, showcased by the creation of 12 packages in the CRAN R repository. Luís is the current President of the Portuguese Statistical Society.

Miguel de Carvalho is the Chair of Statistical Data Science at the University of Edinburgh and the Co-Director of the Edinburgh Centre for Financial Innovations. His eclectic research interests include applied statistics, biostatistics, econometrics, risk analysis, and statistics of extremes. Miguel has served as an Associate Editor for top-tier journals such as The American Statistician, The Annals of Applied Statistics, and the Journal of the American Statistical Association. He is an Elected Fellow of the International Statistical Institute and holds an honorary appointment as Invited Full Professor at Universidade de Aveiro.

Susana Faria is an Associate Professor in the Department of Mathematics at the University of Minho, Portugal and a researcher at its Centre of Mathematics. Her main scientific areas of interest include regression models, mixture models, and mathematical modeling. She has collaborated as a referee for several international peer-reviewed journals. Her publications are in statistics and its applications, with an emphasis on life and health sciences, engineering, and social sciences.

Lígia Henriques-Rodrigues 是葡萄牙埃沃拉大學（University of Évora）科學與技術學院數學系的助理教授，也是該機構數學與應用中心的研究員。Lígia 目前是葡萄牙統計學會（Portuguese Statistical Society）董事會的當選成員（2024-2026）。她曾擔任多本國際同行評審期刊的審稿人。她的主要研究興趣包括極端統計、非參數統計和計算統計方法，並應用於生命科學、環境、風險、保險和金融等領域。

Raquel Menezes 是葡萄牙米尼奧大學（University of Minho）數學系的副教授，並擁有資格認證，也是該校數學中心的成員。她是里斯本大學統計及其應用中心（Centre of Statistics and its Applications, CEAUL）的受邀研究員。她的主要研究興趣包括空間和時間統計、非參數估計、物種分佈建模及其應用。她曾擔任由葡萄牙國家科學、研究與技術資助機構資助的項目的首席研究員。自2019年以來，她與IPMA的海洋與海洋資源部門合作。在過去的12年中，她指導了6名博士生，並在國際同行評審期刊上發表了約34篇論文。

Luís Meira Machado 是葡萄牙米尼奧大學數學系的正教授，也是該校數學中心的研究員。他的研究興趣涵蓋生存分析的各個方面，特別專注於多狀態模型、非參數估計、ROC曲線、廣義加法模型和計算統計。最近，他將研究重點擴展到這些方法在機器學習領域的應用。擁有超過53篇期刊文章和書籍章節的他，在多狀態模型和計算統計方面做出了重要貢獻，並在CRAN R庫中創建了12個套件。Luís 目前是葡萄牙統計學會的會長。

Miguel de Carvalho 是愛丁堡大學（University of Edinburgh）統計數據科學的主席，也是愛丁堡金融創新中心（Edinburgh Centre for Financial Innovations）的共同主任。他的研究興趣廣泛，包括應用統計、生物統計、計量經濟學、風險分析和極端統計。Miguel 曾擔任多本頂級期刊的副編輯，如《The American Statistician》、《The Annals of Applied Statistics》和《Journal of the American Statistical Association》。他是國際統計學會的當選院士，並在阿維羅大學（Universidade de Aveiro）擔任受邀正教授的榮譽職位。

Susana Faria 是葡萄牙米尼奧大學數學系的副教授，也是該校數學中心的研究員。她的主要科學興趣領域包括迴歸模型、混合模型和數學建模。她曾擔任多本國際同行評審期刊的審稿人。她的出版物涉及統計及其應用，特別強調生命與健康科學、工程和社會科學。