Dear Colleagues,
I am pleased to announce the release of Volume 22, Number 2 of the Journal of Data Science (
https://jds-online.org). This is a special issue featuring selected contributions to the 2023 Symposium on Data Science and Statistics (SDSS): "Inquire, Investigate, Implement, Innovate." The issue was guest-edited by Emily Dodwell of AT&T and Amanda Koepke of NIST, the 2023 and 2024 chairs of the conference, respectively. Kudos to the guest editors, their review team, and all the authors!
All articles are published under the CC-BY license (
https://creativecommons.org/licenses/by/4.0/) to ensure the widest dissemination. Thanks to funding from the School of Statistics and the Center for Applied Statistics at Renmin University of China, there are no Article Processing Charges. The journal is known for its fast review process and rigorous reproducibility checks.
Established in 2003, the Journal of Data Science aims to advance and promote data science methods, computing, and applications across all scientific fields where knowledge and insights are to be extracted from data. We welcome submissions to all sections of the journal, 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
Editor, Journal of Data Science
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Journal of Data Science
Volume 22, Issue 2, 2024
Dodwell, Emily, and Amanda A. Koepke. "Editorial: Inquire, Investigate, Implement, Innovate – Symposium on Data Science and Statistics 2023." Journal of Data Science 22 no. 2 (2024):173-175. https://doi.org/10.6339/24-JDS222EDI.Wiederich, Tyler, and Susan VanderPlas. "Evaluating Perceptual Judgements on 3D Printed Bar Charts." Journal of Data Science 22 no. 2 (2024):176-190. https://doi.org/10.6339/24-JDS1131.Yavuz Ozdemir, Yagmur, Nukala, Naga Chandra Padmini, Molinari, Roberto, and Gopikrishna Deshpande. "A Multi-Model Framework to Explore ADHD Diagnosis from Neuroimaging Data." Journal of Data Science 22 no. 2 (2024):191-207. https://doi.org/10.6339/24-JDS1128.Cairns, Jason, Urbanek, Simon, and Paul Murrell. "A Platform for Large Scale Statistical Modelling in R." Journal of Data Science 22 no. 2 (2024):208-220. https://doi.org/10.6339/24-JDS1132.Fagnant, Carlynn, Schedler, Julia C., and Katherine B. Ensor. "Spatial-Temporal Extreme Modeling for Point-to-Area Random Effects (PARE)." Journal of Data Science 22 no. 2 (2024):221-238. https://doi.org/10.6339/24-JDS1133.Haycock, Sam, Bean, Brennan, and Emily Burchfield. "Producing Fast and Convenient Machine Learning Benchmarks in R with the stressor Package." Journal of Data Science 22 no. 2 (2024):239-258. https://doi.org/10.6339/24-JDS1123.Nzekwe, Chinedu J., Kim, Seongtae, and Sayed A. Mostafa. "Interaction Selection and Prediction Performance in High-Dimensional Data: A Comparative Study of Statistical and Tree-Based Methods." Journal of Data Science 22 no. 2 (2024):259-279. https://doi.org/10.6339/24-JDS1127.Rice, Kiegan, Hofmann, Heike, du Toit, Nola, and Edward Mulrow. "Testing Perceptual Accuracy in a U.S. General Population Survey Using Stacked Bar Charts." Journal of Data Science 22 no. 2 (2024):280-297. https://doi.org/10.6339/24-JDS1121.Yang, Yushan, Perera, Chamila, Miller, Philip, Su, Xiaogang, and Lei Liu. "Precision Medicine: Interaction Survival Tree for Recurrent Event Data." Journal of Data Science 22 no. 2 (2024):298-313. https://doi.org/10.6339/24-JDS1126.Rogers, Rachel, and Susan VanderPlas. "Demonstrative Evidence and the Use of Algorithms in Jury Trials." Journal of Data Science 22 no. 2 (2024):314-332. https://doi.org/10.6339/24-JDS1130.Thatcher, Scott, Alberts, K. Scott, and Tetyana Beregovska. "Interdisciplinary Approaches to Teaching Communication and Ethics in Data Science: A Case Study." Journal of Data Science 22 no. 2 (2024):333-351. https://doi.org/10.6339/24-JDS1129.