Dear Colleagues,
Volume 21, Number 4 of the Journal of Data Science (
https://jds-online.org) contains 1 article in Philosophies of Data Science; 5 articles in Statistical Data Science; 5 articles in Data Science in Action; and 1 article in Data Science Conversation. Congratulations to the authors and the reviewers!
All the articles are published under the CC-BY license (
https://creativecommons.org/licenses/by/4.0/) for the widest dissemination. Funded by the School of Statistics and the Center for Applied Statistics, Renmin University of China, there are no Article Processing Charges. The journal features a fast review process and a reproducibility check.
Established in 2003, the Journal of Data Science aims to advance and promote data science methods, computing, and applications in all scientific fields where knowledge and insights are to be extracted from data. We welcome submissions to all the sections including 1) Philosophies of Data Science; 2) Statistical Data Science; 3) Computing in Data Science; 4) Data Science in Action; 5) Data Science Review; 6) Education in Data Science; and 7) Data Science Conversation.
Best regards,
Jun Yan
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Journal of Data Science
Volume 21, Issue 4 2023
The Philosophy of Copula Modeling: A Conversation with ChatGPT
Marius Hofert
https://doi.org/10.6339/23-JDS1114Pub. online: 11 Oct 2023 Type: Philosophies Of Data Science Open access
pp. 619–637
EVIboost for the Estimation of Extreme Value Index Under Heterogeneous Extremes
Jiaxi Wang, Yanxi Hou, Xingchi Li, Tiandong Wang
https://doi.org/10.6339/22-JDS1067Pub. online: 3 Oct 2022 Type: Statistical Data Science Open access
pp. 638–657
Linear Algorithms for Robust and Scalable Nonparametric Multiclass Probability Estimation
Liyun Zeng, Hao Helen Zhang
https://doi.org/10.6339/22-JDS1069Pub. online: 3 Nov 2022 Type: Statistical Data Science Open access
pp. 658–680
Maximum Likelihood Estimation for Shape-restricted Single-index Hazard Models
Jing Qin, Yifei Sun, Ao Yuan, Chiung-Yu Huang
https://doi.org/10.6339/22-JDS1061Pub. online: 4 Nov 2022 Type: Statistical Data Science Open access
pp. 681–695
Flowthrough Centrality: A Stable Node Centrality Measure
Charles F. Mann, Monnie McGee, Eli V. Olinick, David W. Matula
pp. 696–714
Central Posterior Envelopes for Bayesian Functional Principal Component Analysis
Joanna Boland, Donatello Telesca, Catherine Sugar, Michele Guindani
pp. 715–734
Integration of Social Determinants of Health Data into the Largest, Not-for-Profit Health System in South Florida
Lourdes M. Rojas, Gregory L. Vincent, Don Parris
https://doi.org/10.6339/22-JDS1063Pub. online: 30 Aug 2022 Type: Data Science In Action Open access
pp. 735–744
Identifying Prerequisite Courses in Undergraduate Biology Using Machine Learning
Youngjin Lee
https://doi.org/10.6339/22-JDS1068Pub. online: 20 Oct 2022 Type: Data Science In Action Open access
pp. 745–760
The Impact of COVID-19 on Subjective Well-Being: Evidence from Twitter Data
Tiziana Carpi, Airo Hino, Stefano Maria Iacus, Giuseppe Porro
pp. 761–780
Addressing the Impact of the COVID-19 Pandemic on Survival Outcomes in Randomized Phase III Oncology Trials
Jiabu Ye, Binbing Yu, Helen Mann, Antony Sabin, Zsolt Szijgyarto, David Wright, Pralay Mukhopadhyay, Cristian Massacesi, Serban Ghiorghiu, Renee Iacona
pp. 781–798
Analyzing the Rainfall Pattern in Honduras Through Non-Homogeneous Hidden Markov Models
Gustavo Alexis Sabillón, Daiane Aparecida Zuanetti
https://doi.org/10.6339/23-JDS1091Pub. online: 22 Feb 2023 Type: Data Science In Action Open access
pp. 799–817
Legendary Career and Colorful Life: A Conversation with Dr. Bob Riffenburgh
Haim Bar, Jun Yan
https://doi.org/10.6339/23-JDS1115Pub. online: 12 Oct 2023 Type: Data Science Conversation Open access
pp. 818–837