When does non-negative matrix factorization give a correct decomposition into parts? D Donoho, V Stodden Advances in neural information processing systems, 1141-1148, 2004 | 924 | 2004 |
Reproducible research in computational harmonic analysis DL Donoho, A Maleki, IU Rahman, M Shahram, V Stodden Computing in Science & Engineering 11 (1), 8-18, 2008 | 310 | 2008 |
Implementing reproducible research V Stodden, F Leisch, RD Peng CRC Press, 2014 | 254 | 2014 |
Enhancing reproducibility for computational methods V Stodden, M McNutt, DH Bailey, E Deelman, Y Gil, B Hanson, M Heroux, ... Science 354 (6317), 1240-1241, 2016 | 214 | 2016 |
Multiscale representations for manifold-valued data IU Rahman, I Drori, VC Stodden, DL Donoho, P Schröder Multiscale Modeling & Simulation 4 (4), 1201-1232, 2005 | 208 | 2005 |
Privacy, big data, and the public good: Frameworks for engagement J Lane, V Stodden, S Bender, H Nissenbaum Cambridge University Press, 2014 | 204 | 2014 |
Toward reproducible computational research: an empirical analysis of data and code policy adoption by journals V Stodden, P Guo, Z Ma PloS one 8 (6), e67111, 2013 | 191 | 2013 |
Prepublication data sharing. E Birney, TJ Hudson, ED Green, C Gunter, S Eddy, J Rogers, JR Harris, ... Nature 461 (7261), 168-170, 2009 | 172 | 2009 |
Reproducibility and Replicability in Science M National Academies of Sciences, Engineering The National Academies Press, 2019 | 170 | 2019 |
The Legal Framework for Reproducible Scientific Research V Stodden Computing in Science & Engineering 11 (1), 2009 | 153* | 2009 |
An empirical analysis of journal policy effectiveness for computational reproducibility V Stodden, J Seiler, Z Ma Proceedings of the National Academy of Sciences, 2018 | 141 | 2018 |
Best practices for computational science: Software infrastructure and environments for reproducible and extensible research V Stodden, S Miguez Journal of Open Research Software 2 (1), e21, 2013 | 137 | 2013 |
Reproducible Research for Scientific Computing: Tools and Strategies for Changing the Culture RJ LeVeque, IM Mitchell, V Stodden Computing in Science and Engineering 14 (4), 13-17, 2012 | 121 | 2012 |
The scientific method in practice: Reproducibility in the computational sciences V Stodden MIT Sloan research paper, 2010 | 113 | 2010 |
Enabling reproducible research: Open licensing for scientific innovation V Stodden International Journal of Communications Law and Policy 13, 2009 | 111 | 2009 |
“Setting the Default to Reproducible” in Computational Science Research V Stodden, J Borwein, DH Bailey SIAM News 46 (5), 2013 | 106* | 2013 |
About sparselab DL Donoho, VC Stodden, Y Tsaig | 104* | 2007 |
Self-correction in science at work B Alberts, RJ Cicerone, SE Fienberg, A Kamb, M McNutt, RM Nerem, ... Science 348 (6242), 1420-1422, 2015 | 97 | 2015 |
Reproducibility and replicability of rodent phenotyping in preclinical studies N Kafkafi, J Agassi, EJ Chesler, JC Crabbe, WE Crusio, D Eilam, R Gerlai, ... Neuroscience & Biobehavioral Reviews 87, 218-232, 2018 | 72 | 2018 |
Computing environments for reproducibility: Capturing the “Whole Tale” A Brinckman, K Chard, N Gaffney, M Hategan, MB Jones, K Kowalik, ... Future Generation Computer Systems 94, 854-867, 2019 | 70 | 2019 |