Technology and the Scientific Method: Tools and Policies for Addressing the Credibility Crisis in Computational Science

Victoria Stodden, Assistant Professor, Department of Statistics, Columbia University


Scientific computation is emerging as absolutely central to the scientific method, but the prevalence of very relaxed practices is leading to a credibility crisis in many scientific fields. It is impossible to verify most of the results that computational scientists present at conferences and in papers today. Computational science is error-prone and traditional scientific publication is incapable of finding and rooting out errors in scientific computation.   A necessary response to this crisis is reproducible research – in which all code and data underlying the published results is made openly available. In this talk I discuss tools for code and data release and open licensing to facilitate code and data reuse, called the Reproducible Research Standard.