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A Practical Guide to Impact Threshold of a Confounding Variable (ITCV) and Robustness of Inference to Replacement (RIR)
Peer reviewed Peer reviewed
Ken Frank; Guan Saw; Qinyun Lin; Ran Xu; Joshua Rosenberg; Spiro Maroulis; Bret Staudt Willet – Grantee Submission, 2025
This is a practical guide for applying the Impact Threshold for a Confounding Variable and the Robustness of Inference to Replacement using the konfound packages in Stata and R as well as the R-shiny app. It includes motivation worked examples, and tutorials.
Descriptors: Robustness (Statistics), Statistical Inference, Programming Languages, Computer Software
The Evolution of Artificial Intelligence in Higher Education: Challenges, Risks, and Ethical Considerations. Emerald Studies in Active and Transformative Learning in Higher Education
Peer reviewed Peer reviewed
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Miltiadis D. Lytras, Editor; Afnan Alkhaldi, Editor; Sawsan Malik, Editor; Andreea Claudia ?erban, Editor; Tahani Aldosemani, Editor – Emerald Publishing Limited, 2024
Artificial Intelligence (AI) is shaping the future of higher education administration. "The Evolution of Artificial Intelligence in Higher Education" is a comprehensive guide to the transformative potential of AI in the higher education landscape, focused on the need to nurture technology literacy among educators and learners. Chapters…
Descriptors: Artificial Intelligence, Risk, Higher Education, Computer Software