Giles Hooker
Giles Hooker
Professor of Statistics, Cornell University
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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
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
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
fda: Functional data analysis
JO Ramsay, H Wickham, S Graves, G Hooker
R package version 2 (4), 142, 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
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
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
Generalized functional anova diagnostics for high-dimensional functions of dependent variables
G Hooker
Journal of Computational and Graphical Statistics 16 (3), 709-732, 2007
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
Discovering additive structure in black box functions
G Hooker
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
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
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
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
An expanded modern coexistence theory for empirical applications
SP Ellner, RE Snyder, PB Adler, G Hooker
Ecology letters 22 (1), 3-18, 2019
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
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
The computerized adaptive diagnostic test for major depressive disorder (CAD-MDD): a screening tool for depression
RD Gibbons, G Hooker, MD Finkelman, DJ Weiss, PA Pilkonis, E Frank, ...
The Journal of clinical psychiatry 74 (7), 669-674, 2013
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
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
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
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