Presentations
What you will learn
A program of reproducibility research in the domain of learning analytics with a specific focus on predictive models of student success. It includes an open-source software infrastructure, the MOOC Replication Framework (MORF), which can be used to reproduce results on larger scale datasets. It also includes a report on reproductions of work from other scholars in the field, which uncovers a lack of generalizability of reported findings and illustrates the nuances of using predictive models in learning analytics.
Assessments of Reproducibility, Fully Reproducible Projects, Generalizable Tools, Reproducibility under Constraints, Reproducible research with restricted data, Theory and Definition