Giles Hooker
Giles Hooker
Professor of Statistics, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
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
6892007
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
4572003
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
3392009
fda: Functional data analysis
JO Ramsay, H Wickham, S Graves, G Hooker
R package version 2 (4), 142, 2014
3142014
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
2232010
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
2202013
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
1902016
Generalized functional anova diagnostics for high-dimensional functions of dependent variables
G Hooker
Journal of Computational and Graphical Statistics 16 (3), 709-732, 2007
1572007
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
1482014
Discovering additive structure in black box functions
G Hooker
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
872004
An expanded modern coexistence theory for empirical applications
SP Ellner, RE Snyder, PB Adler, G Hooker
Ecology letters 22 (1), 3-18, 2019
852019
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
802011
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
752014
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
742018
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), 0-0, 2013
692013
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
642005
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
622018
Dynamic mechanism for initiation of ventricular fibrillation in vivo
ARM Gelzer, ML Koller, NF Otani, JJ Fox, MW Enyeart, GJ Hooker, ...
Circulation 118 (11), 1123-1129, 2008
622008
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
572016
Please stop permuting features: An explanation and alternatives
G Hooker, L Mentch
arXiv preprint arXiv:1905.03151, 2019
532019
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