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Reproducible Study Designs

Example: Complete documentation and sharing of data and analysis with the example of a micro-randomized trial

An example of pre-registration of study protocols and open source documents and code to clearly describe key assumptions and decisions made for data curation and analysis of a micro-randomized trial. The documentation also includes sensitivity analyses showing how the results change under alternative decisions.  The workflow provides a template for other scholars to use.

Large-Scale, Reproducible Implementation and Evaluation of Heuristics for Optimization Problems

Research developing new heuristics for optimization problems is often not reproducible; for instance, only 4% of papers for two famous optimization problems published their source code. This limits the impact of the research both within the heuristics community and more broadly among practitioners. In this work, the authors built a large-scale open-source code-base of heuristics. ...