| Parameter estimation for differential equations: a generalized smoothing approach JO Ramsay, G Hooker, D Campbell, J Cao Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007 | 655 | 2007 |
| Equilibrium free energies from nonequilibrium measurements using maximum-likelihood methods MR Shirts, E Bair, G Hooker, VS Pande Physical review letters 91 (14), 140601, 2003 | 436 | 2003 |
| Data-intensive science: a new paradigm for biodiversity studies S Kelling, WM Hochachka, D Fink, M Riedewald, R Caruana, G Ballard, ... BioScience 59 (7), 613-620, 2009 | 316 | 2009 |
| fda: Functional data analysis JO Ramsay, H Wickham, S Graves, G Hooker R package version 2 (4), 142, 2014 | 285 | 2014 |
| Spatiotemporal exploratory models for broad‐scale survey data D Fink, WM Hochachka, B Zuckerberg, DW Winkler, B Shaby, MA Munson, ... Ecological Applications 20 (8), 2131-2147, 2010 | 212 | 2010 |
| Accurate intelligible models with pairwise interactions Y Lou, R Caruana, J Gehrke, G Hooker Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 179 | 2013 |
| Quantifying uncertainty in random forests via confidence intervals and hypothesis tests L Mentch, G Hooker The Journal of Machine Learning Research 17 (1), 841-881, 2016 | 165 | 2016 |
| Functional generalized additive models MW McLean, G Hooker, AM Staicu, F Scheipl, D Ruppert Journal of Computational and Graphical Statistics 23 (1), 249-269, 2014 | 152 | 2014 |
| Generalized functional anova diagnostics for high-dimensional functions of dependent variables G Hooker Journal of Computational and Graphical Statistics 16 (3), 709-732, 2007 | 138 | 2007 |
| Parameterizing state–space models for infectious disease dynamics by generalized profiling: measles in Ontario G Hooker, SP Ellner, LDV Roditi, DJD Earn Journal of The Royal Society Interface 8 (60), 961-974, 2011 | 73 | 2011 |
| A newly discovered role of evolution in previously published consumer–resource dynamics T Hiltunen, NG Hairston Jr, G Hooker, LE Jones, SP Ellner Ecology letters 17 (8), 915-923, 2014 | 71 | 2014 |
| Discovering additive structure in black box functions G Hooker Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 70 | 2004 |
| Physicians and lay people are unable to apply pressure immobilization properly in a simulated snakebite scenario RL Norris, J Ngo, K Nolan, G Hooker Wilderness & environmental medicine 16 (1), 16-21, 2005 | 66 | 2005 |
| An expanded modern coexistence theory for empirical applications SP Ellner, RE Snyder, PB Adler, G Hooker Ecology letters 22 (1), 3-18, 2019 | 61 | 2019 |
| Dynamic mechanism for initiation of ventricular fibrillation in vivo ARM Gelzer, ML Koller, NF Otani, JJ Fox, MW Enyeart, GJ Hooker, ... Circulation 118 (11), 1123, 2008 | 61 | 2008 |
| The CAD-MDD: A computerized adaptive diagnostic screening tool for depression RD Gibbons, G Hooker, MD Finkelman, DJ Weiss, PA Pilkonis, E Frank, ... The Journal of clinical psychiatry 74 (7), 669, 2013 | 55 | 2013 |
| Linking demography with drivers: climate and competition BJ Teller, PB Adler, CB Edwards, G Hooker, SP Ellner Methods in Ecology and Evolution 7 (2), 171-183, 2016 | 50 | 2016 |
| fda: Functional Data Analysis, 2011 JO Ramsay, H Wickham, S Graves, G Hooker R packag e http://CRAN. R-project. org/package= fda. Cited on, 24, 0 | 46 | |
| Learning global additive explanations for neural nets using model distillation S Tan, R Caruana, G Hooker, P Koch, A Gordo arXiv preprint arXiv:1801.08640, 2018 | 43 | 2018 |
| Distill-and-compare: Auditing black-box models using transparent model distillation S Tan, R Caruana, G Hooker, Y Lou Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 303-310, 2018 | 42 | 2018 |
Stephen EllnerCornell UniversityVerified email at cornell.edu
