Giles Hooker
Affiliations: | Cornell University, Ithaca, NY, United States |
Area:
StatisticsWebsite:
http://www.bscb.cornell.edu/~hooker/Google:
"Giles Hooker"Cross-listing: PsychTree
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Publications
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| Ye Z, Hooker G. (2020) Local quadratic estimation of the curvature in a functional single index model Scandinavian Journal of Statistics |
| Ghosal I, Hooker G. (2020) Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and its Variance Estimate Journal of Computational and Graphical Statistics. 1-30 |
| Javeed A, Hooker G. (2020) Timing observations of diffusions Statistics and Computing. 30: 405-417 |
| Sinclair D, Hooker G. (2019) Sparse inverse covariance estimation for high-throughput microRNA sequencing data in the Poisson log-normal graphical model Journal of Statistical Computation and Simulation. 89: 3105-3117 |
| Wu Y, Hooker G. (2018) Asymptotic Properties for Methods Combining the Minimum Hellinger Distance Estimate and the Bayesian Nonparametric Density Estimate. Entropy (Basel, Switzerland). 20 |
| Hooker G, Mentch L. (2018) Bootstrap bias corrections for ensemble methods Statistics and Computing. 28: 77-86 |
| Mentch L, Hooker G. (2017) Formal Hypothesis Tests for Additive Structure in Random Forests. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 26: 589-597 |
| Earls C, Hooker G. (2017) Variational Bayes for Functional Data Registration, Smoothing, and Prediction Bayesian Analysis. 12: 557-582 |
| Earls C, Hooker G. (2017) Combining Functional Data Registration and Factor Analysis Journal of Computational and Graphical Statistics. 26: 296-305 |
| Hooker G, Ramsay JO, Xiao L. (2016) CollocInfer: Collocation Inference in Differential Equation Models Journal of Statistical Software. 75: 1-52 |