Victoria Stodden
Victoria Stodden
Associate Professor, University of Illinois at Urbana-Champaign
Verified email at stodden.net
Title
Cited by
Cited by
Year
When does non-negative matrix factorization give a correct decomposition into parts?
D Donoho, V Stodden
Advances in neural information processing systems 16, 1141-1148, 2003
9112003
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
3052008
Implementing reproducible research
V Stodden, F Leisch, RD Peng
CRC Press, 2014
2462014
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
2072016
Multiscale representations for manifold-valued data
IU Rahman, I Drori, VC Stodden, DL Donoho, P Schröder
Multiscale Modeling & Simulation 4 (4), 1201-1232, 2005
2052005
Privacy, big data, and the public good: Frameworks for engagement
J Lane, V Stodden, S Bender, H Nissenbaum
Cambridge University Press, 2014
1982014
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
1872013
Prepublication data sharing.
E Birney, TJ Hudson, ED Green, C Gunter, S Eddy, J Rogers, JR Harris, ...
Nature 461 (7261), 168-170, 2009
1702009
The Legal Framework for Reproducible Scientific Research
V Stodden
Computing in Science & Engineering 11 (1), 0
152*
Reproducibility and Replicability in Science
M National Academies of Sciences, Engineering
The National Academies Press, 2019
1442019
An empirical analysis of journal policy effectiveness for computational reproducibility
V Stodden, J Seiler, Z Ma
Proceedings of the National Academy of Sciences, 2018
1372018
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
1342013
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
1192012
The scientific method in practice: Reproducibility in the computational sciences
V Stodden
MIT Sloan research paper, 2010
1112010
Enabling reproducible research: Open licensing for scientific innovation
V Stodden
International Journal of Communications Law and Policy 13, 2009
1112009
“Setting the Default to Reproducible” in Computational Science Research
V Stodden, J Borwein, DH Bailey
SIAM News 46 (5), 2013
104*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
952015
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
682018
Breakdown point of model selection when the number of variables exceeds the number of observations
D Donoho, V Stodden
The 2006 ieee international joint conference on neural network proceedings …, 2006
672006
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