☰

Giles Hooker - Publications

Affiliations: 
Cornell University, Ithaca, NY, United States 
Area:
Statistics
Website:
http://www.bscb.cornell.edu/~hooker/
Tree Info Similar researchers PubMed Report error

35 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ye Z, Hooker G. Local quadratic estimation of the curvature in a functional single index model Scandinavian Journal of Statistics. DOI: 10.1111/Sjos.12481  0.396
2020 Ghosal I, Hooker G. Boosting Random Forests to Reduce Bias; One-Step Boosted Forest and its Variance Estimate Journal of Computational and Graphical Statistics. 1-30. DOI: 10.1080/10618600.2020.1820345  0.313
2020 Javeed A, Hooker G. Timing observations of diffusions Statistics and Computing. 30: 405-417. DOI: 10.1007/S11222-019-09883-Z  0.386
2019 Sinclair D, Hooker G. 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. DOI: 10.1080/00949655.2019.1657116  0.385
2018 Wu Y, Hooker G. Asymptotic Properties for Methods Combining the Minimum Hellinger Distance Estimate and the Bayesian Nonparametric Density Estimate. Entropy (Basel, Switzerland). 20. PMID 33266679 DOI: 10.3390/E20120955  0.427
2018 Hooker G, Mentch L. Bootstrap bias corrections for ensemble methods Statistics and Computing. 28: 77-86. DOI: 10.1007/S11222-016-9717-3  0.341
2017 Mentch L, Hooker G. 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. PMID 30906174 DOI: 10.1080/10618600.2016.1256817  0.36
2017 Earls C, Hooker G. Variational Bayes for Functional Data Registration, Smoothing, and Prediction Bayesian Analysis. 12: 557-582. DOI: 10.1214/16-Ba1013  0.301
2017 Earls C, Hooker G. Combining Functional Data Registration and Factor Analysis Journal of Computational and Graphical Statistics. 26: 296-305. DOI: 10.1080/10618600.2016.1164709  0.421
2016 Hooker G, Ramsay JO, Xiao L. CollocInfer: Collocation Inference in Differential Equation Models Journal of Statistical Software. 75: 1-52. DOI: 10.18637/Jss.V075.I02  0.605
2016 Hall P, Hooker G. Truncated linear models for functional data Journal of the Royal Statistical Society Series B-Statistical Methodology. 78: 637-653. DOI: 10.1111/Rssb.12125  0.427
2016 Teller BJ, Adler PB, Edwards CB, Hooker G, Ellner SP. Linking demography with drivers: Climate and competition Methods in Ecology and Evolution. 7: 171-183. DOI: 10.1111/2041-210X.12486  0.445
2016 Hooker G, Mentch L. Comments on: A random forest guided tour Test. 25: 254-260. DOI: 10.1007/S11749-016-0485-3  0.322
2016 Liu C, Ray S, Hooker G. Functional principal component analysis of spatially correlated data Statistics and Computing. 27: 1639-1654. DOI: 10.1007/S11222-016-9708-4  0.37
2015 Hooker G, Ellner SP. Goodness of fit in nonlinear dynamics: Misspecified rates or misspecified states? Annals of Applied Statistics. 9: 754-776. DOI: 10.1214/15-Aoas828  0.401
2015 Hooker G, Lin KK, Rogers B. Control Theory and Experimental Design in Diffusion Processes Siam/Asa Journal On Uncertainty Quantification. 3: 234-264. DOI: 10.1137/140962280  0.307
2014 McLean MW, Hooker G, Staicu AM, Scheipl F, Ruppert D. Functional Generalized Additive Models. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 23: 249-269. PMID 24729671 DOI: 10.1080/10618600.2012.729985  0.358
2014 Asencio M, Hooker G, Gao HO. Functional convolution models Statistical Modelling. 14: 315-335. DOI: 10.1177/1471082X13508262  0.409
2014 Earls C, Hooker G. Bayesian covariance estimation and inference in latent Gaussian process models Statistical Methodology. 18: 79-100. DOI: 10.1016/J.Stamet.2013.10.001  0.473
2014 Hooker G, Vidyashankar AN. Bayesian model robustness via disparities Test. 23: 556-584. DOI: 10.1007/S11749-014-0360-Z  0.455
2014 McLean MW, Hooker G, Ruppert D. Restricted likelihood ratio tests for linearity in scalar-on-function regression Statistics and Computing. 25: 997-1008. DOI: 10.1007/S11222-014-9473-1  0.34
2012 Liu C, Ray S, Hooker G, Friedl M. Functional factor analysis for periodic remote sensing data Annals of Applied Statistics. 6: 601-624. DOI: 10.1214/11-Aoas518  0.322
2012 Hooker G, Ramsay JO. Learned-loss boosting Computational Statistics and Data Analysis. 56: 3935-3944. DOI: 10.1016/J.Csda.2012.05.019  0.624
2012 Hooker G, Rosset S. Prediction-based regularization using data augmented regression Statistics and Computing. 22: 237-249. DOI: 10.1007/S11222-010-9220-1  0.366
2012 Campbell DA, Hooker G, McAuley KB. Parameter estimation in differential equation models with constrained states Journal of Chemometrics. 26: 322-332. DOI: 10.1002/Cem.2416  0.435
2011 Hooker G, Ellner SP, Roditi Lde V, Earn DJ. Parameterizing state-space models for infectious disease dynamics by generalized profiling: measles in Ontario. Journal of the Royal Society, Interface / the Royal Society. 8: 961-74. PMID 21084339 DOI: 10.1098/Rsif.2010.0412  0.458
2010 Fink D, Hochachka WM, Zuckerberg B, Winkler DW, Shaby B, Munson MA, Hooker G, Riedewald M, Sheldon D, Kelling S. Spatiotemporal exploratory models for broad-scale survey data. Ecological Applications : a Publication of the Ecological Society of America. 20: 2131-47. PMID 21265447 DOI: 10.1890/09-1340.1  0.301
2010 Finkelman MD, Hooker G, Wang Z. Prevalence and magnitude of paradoxical results in multidimensional item response theory Journal of Educational and Behavioral Statistics. 35: 744-761. DOI: 10.3102/1076998610381402  0.311
2010 Hooker G, Finkelman M. Paradoxical results and item bundles Psychometrika. 75: 249-271. DOI: 10.1007/S11336-009-9143-Y  0.356
2009 Hooker G. Forcing function diagnostics for nonlinear dynamics. Biometrics. 65: 928-36. PMID 19210741 DOI: 10.1111/J.1541-0420.2008.01172.X  0.418
2009 Hegland M, Hooker G, Roberts S. Finite element thin plate splines in density estimation Anziam Journal. 42: 712-734. DOI: 10.21914/Anziamj.V42I0.2232  0.429
2009 Hooker G, Finkelman M, Schwartzman A. Paradoxical results in multidimensional item response theory Psychometrika. 74: 419-442. DOI: 10.1007/S11336-009-9111-6  0.374
2007 Hooker G. Generalized functional ANOVA diagnostics for high-dimensional functions of dependent variables Journal of Computational and Graphical Statistics. 16: 709-732. DOI: 10.1198/106186007X237892  0.354
2007 Ramsay JO, Hooker G, Campbell D, Cao J. Parameter estimation for differential equations: A generalized smoothing approach Journal of the Royal Statistical Society. Series B: Statistical Methodology. 69: 741-796. DOI: 10.1111/J.1467-9868.2007.00610.X  0.663
2003 Shirts MR, Bair E, Hooker G, Pande VS. Equilibrium free energies from nonequilibrium measurements using maximum-likelihood methods. Physical Review Letters. 91: 140601. PMID 14611511 DOI: 10.1103/Physrevlett.91.140601  0.375
Show low-probability matches.