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Policy Learning With Observational Data [PDF]
Econometrica, 2021 In many areas, practitioners seek to use observational data to learn a treatment assignment policy that satisfies application‐specific constraints, such as budget, fairness, simplicity, or other functional form constraints. For example, policies may be restricted to take the form of decision trees based on a limited set of easily observable individual ...
Athey, Susan, Wager, Stefan
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Why is getting credit for your data so hard? [PDF]
ITM Web of Conferences, 2020 Institutions, funding bodies, and national research organizations are pushing for more data sharing and FAIR data. Institutions typically implement data policies, frequently supported by an institutional data repository.
Haak Wouter +3 more
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Data Science Journal, 2023 Recent events of global impact have led the scientific community to re-evaluate and re-affirm the role of science in crisis situations. In particular, the COVID-19 health emergency required the abrupt (re-)allocation of scientific resources to address a ...
Burcak Basbug Erkan +2 more
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Designing governance and policy for disruptive digital technologies
Policy Design and Practice, 2023 The last decade has witnessed a debate about the disruptive role of emerging digital technologies. At the heart of this debate is the issue of big data, which underpins the operations of these digital technologies but creates a series of new risks and ...
Fernando Filgueiras, Anjanette Raymond
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Developing a Research Data Policy Framework for All Journals and Publishers
Data Science Journal, 2020 An output of the Data policy standardisation and implementation Interest Group (IG) of the Research Data Alliance (RDA) More journals and publishers – and funding agencies and institutions – are introducing research data policies. But as the prevalence
Iain Hrynaszkiewicz +4 more
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Trials, 2023 Introduction Throughout the COVID-19 pandemic, underserved populations, such as racial and ethnic minorities, were disproportionately impacted by illness, hospitalization, and death.
Qing Xu +4 more
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Data Science Journal, 2021 This article details a correction to the article: Task Group on Data Citation Standards and Practices, C.-I., 2013. Out of Cite, Out of Mind: The Current State of Practice, Policy, and Technology for the Citation of Data.
CODATA-ICSTI Task Group on Data Citation Standards and Practices
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Earth Science and Biodiversity Journals can Improve Support for Data Sharing
Data Science Journal, 2020 This study reviews research data policies and author instructions of 31 journals from the Earth sciences and from Biodiversity that are published by German learned societies or research institutions. 12 journals don’t address data sharing at all.
Andreas Hübner
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Polar Data Forum IV – An Ocean of Opportunities
Data Science Journal, 2023 This paper reports on the Hackathon Sessions organised at the Polar Data Forum IV (PDF IV) (20–24 September 2021), during which 351 participants from 50 different countries discussed collaboratively about the latest developments in polar data management.
Annemie Rose Janssen +29 more
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Disentangling knowledge production and data production
Ecosphere, 2020 With today's increasing attention to open science and open data, knowledge production and data production have significant impacts on both research and policy arenas. We scrutinize the concept of data production in relation to knowledge production in the
Karen S. Baker, Matthew S. Mayernik
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