Reproducibility and Replicability Knowledge

 

Berlin|Oxford Summer School 2020

This repository contains materials and talks for the Berlin|Oxford Summer School 2020 from 28th September to 1st of October

Best practices in data analysis and sharing in neuroimaging using MRI

Given concerns about the reproducibility of scientific findings, neuroimaging must define best practices for data analysis, results reporting, and algorithm and data sharing to promote transparency, reliability and collaboration. We describe insights …

Catalyzing communities of research rigour champions

The biomedical sciences must maintain and enhance a research culture that prioritizes rigour and transparency. The US National Institute of Neurological Disorders and Stroke convened a workshop entitled ‘Catalyzing Communities of Research Rigor …

Clusters

In order to teach Open and Reproducible Science effectively, educators need to make sense of almost a decade of literature, across several fields, and be informed about ongoing (and often dynamic) debates. This is a tall ask for most educators. So …

Credibility of preprints: an interdisciplinary survey of researchers

Preprints increase accessibility and can speed scholarly communication if researchers view them as credible enough to read and use. Preprint services do not provide the heuristic cues of a journal's reputation, selection, and peer-review processes …

Critical Metascience Articles

Metascience is the science of science. Critical metascience takes a step back to question some common assumptions, approaches, problems, and solutions in metascience. Hence, it has also been described as meta-meta-science! The following is a …

Deletion, erasure, and what the marker test can actually prove

This exploratory, AI-authored worked example separates what an experiment observes from what it can claim. Two Python controls show that fragmentation can lower raw byte-marker counts while a reconstructed payload retains its SHA-256 hash, and that …

Demystifying Open Science in health psychology and behavioral medicine: a practical guide to Registered Reports and Data Notes

Open Science practices are integral to increasing transparency, reproducibility, and accessibility of research in health psychology and behavioral medicine. Drives to facilitate Open Science practices are becoming increasingly evident in journal …

DES RAP Book: Reproducible Discrete-Event Simulation in Python and R

Step-by-step guide for building Python and R simulation models as part of a reproducible analytical pipeline (RAP).

Developing a wiki-integrated workflow to build a living review on just sustainability transitions

This research project focuses on developing a living literature review methodology relying on the Wikimedia ecosystem, notably Wikidata and Wikiversity. The project page includes resources (presentations, technical documentation) around bibliographic …
JUST-OS