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Key Topics in Ethics: Reproducibility

Articles to Get Started

The Reproducible Research Movement in Statistics (2014) by Victoria Stodden

"Setting the Default to Reproducible" in Computational Science Research (2013) by Victoria Stodden, Jonathan M. Borwein, and David H. Bailey

Best Practices for Computational Science: Software Infrastructure and Environments for Reproducible and Extensible Research (2014) by Victoria Stodden and Sheila Miguez

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Internet ethics resources on data:

Ethics CORE results for reproducibility:

Best Practices for Computational Science: Software Infrastructure and Environments for Reproducible and Extensible Research

The goal of this article is to coalesce a discussion around best practices for scholarly research that utilizes computational methods, by providing a formalized set of best practice recommendations to...

The Reproducible Research Movement in Statistics

The emergence of powerful computational hardware combined with vast data collection and storage capabilities presents many novel opportunities for researchers. Unfortunately the standards for communic...

"Setting the Default to Reproducible" in Computational Science Research

First paragraphs: Following a late-2012 workshop at the Institute for Computational and Experimental Research in Mathematics, a group of computational scientists have proposed a set of standards for t...

Teaching Integrity in Empirical Research: A Protocol for Documenting Data Management and Analysis

This article describes a protocol the authors developed for teaching undergraduates to document their statistical analyses for empirical research projects so that their results are completely reproduc...

Teaching Students to Document Their Empirical Research

This paper describes a protocol we have developed for teaching undergraduates to document the statistical analysis they do for empirical research projects in such a way that their results are complete...

Resolving Irreproducibility in Empirical and Computational Research

Editorial Opinion Column from November 17, 2013 Victoria Stodden writes: The reproducibility of published findings is becoming a hot topic. From reports in the popular press to congressional activity...

Reproducible Research in Computational Harmonic Analysis

Scientific computation is emerging as absolutely central to the scientific method. Unfortunately, it's error-prone and currently immature—traditional scientific publication is incapable of finding a...

Reproducible Research

The concept of responsible research is a relatively new one in science. It concerns the manner in which research is done, and in which the analysis of research findings are conducted. Research involve...