Hooker, Giles

Publications

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selected publications

Variational bayes for functional data registration, smoothing, and prediction. Bayesian Analysis. 2017 Article GET IT
Combining Functional Data Registration and Factor Analysis. Journal of Computational and Graphical Statistics. 2017 Article GET IT
Bootstrap bias corrections for ensemble methods. Statistics and Computing. 2016 Article GET IT
Functional principal component analysis of spatially correlated data. Statistics and Computing. 2016 Article GET IT
Maximal autocorrelation functions in functional data analysis. Statistics and Computing. 2016 Article GET IT
Comments on: A random forest guided tour. Test. 2016 Article GET IT
Truncated linear models for functional data. Journal of the Royal Statistical Society. Series B: Statistical Methodology. 2016 Article GET IT
Quantifying uncertainty in random forests via confidence intervals and hypothesis tests. Journal of Machine Learning Research. 2016 Article
Linking demography with drivers: Climate and competition. Methods in Ecology and Evolution. 2016 Article GET IT
Collocinfer: Collocation inference in differential equation models. Journal of Statistical Software. 2016 Article GET IT
Consistency, efficiency and robustness of conditional disparity methods. Bernoulli. 2016 Article GET IT
Restricted likelihood ratio tests for linearity in scalar-on-function regression. Statistics and Computing. 2015 Article GET IT
Predicting frequent ED use by people with epilepsy with health information exchange data. Neurology. 2015 Academic Article GET IT
Times cited: 29
Goodness of fit in nonlinear dynamics: Misspecified rates or misspecified states?. Annals of Applied Statistics. 2015 Article GET IT
Bayesian model robustness via disparities. Test. 2014 Article GET IT
Bayesian covariance estimation and inference in latent Gaussian process models. Statistical Methodology. 2014 Article GET IT
Dr Gibbons and colleagues reply. The Journal of clinical psychiatry. 2014 Article GET IT
Eco-evolutionary dynamics in a three-species food web with intraguild predation. Intriguingly complex. Advances in Ecological Research. 2014 Article GET IT
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. 2014 Academic Article GET IT
Functional convolution models. Statistical Modelling. 2014 Article GET IT
The computerized adaptive diagnostic test for major depressive disorder (CAD-MDD): a screening tool for depression. The Journal of clinical psychiatry. 2013 Academic Article GET IT
Times cited: 72
Cardiomyocyte calcium cycling in a naturally occurring German shepherd dog model of inherited ventricular arrhythmia and sudden cardiac death. Journal of veterinary cardiology : the official journal of the European Society of Veterinary Cardiology. 2013 Academic Article GET IT
Times cited: 4
Learned-loss boosting. Computational Statistics and Data Analysis. 2012 Article GET IT
Functional factor analysis for periodic remote sensing data. Annals of Applied Statistics. 2012 Article GET IT
Parameter estimation in differential equation models with constrained states. Journal of Chemometrics. 2012 Article GET IT
Prediction-based regularization using data augmented regression. Statistics and Computing. 2012 Article GET IT
Induction of CXCR3- and CCR5-associated chemokines during acute hepatitis C virus infection. Journal of hepatology. 2011 Academic Article GET IT
Times cited: 34
On separable tests, correlated priors, and paradoxical results in multidimensional item response theory. Psychometrika. 2010 Article GET IT
Prevalence and magnitude of paradoxical results in multidimensional item response theory. Journal of Educational and Behavioral Statistics. 2010 Article GET IT
Spatiotemporal exploratory models for broad-scale survey data. Ecological applications : a publication of the Ecological Society of America. 2010 Academic Article GET IT
Times cited: 155
Parameterizing state-space models for infectious disease dynamics by generalized profiling: measles in Ontario. Journal of the Royal Society, Interface. 2010 Academic Article GET IT
Times cited: 51
An identification-based state estimation method for a class of non-linear systems. Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering. 2010 Article GET IT
Comments on: dynamic relations for sparsely sampled Gaussian processes. Test (Madrid, Spain). 2010 Academic Article GET IT
Paradoxical results and item bundles. Psychometrika. 2010 Article GET IT
Paradoxical results in multidimensional item response theory. Psychometrika. 2009 Article GET IT
Data-intensive science: A new paradigm for biodiversity studies. BioScience. 2009 Article GET IT
Forcing function diagnostics for nonlinear dynamics. Biometrics. 2009 Academic Article GET IT
Times cited: 17
Dynamic mechanism for initiation of ventricular fibrillation in vivo. Circulation. 2008 Academic Article GET IT
Times cited: 44
Parameter estimation for differential equations: A generalized smoothing approach. Journal of the Royal Statistical Society. Series B: Statistical Methodology. 2007 Article GET IT
Generalized functional ANOVA diagnostics for high-dimensional functions of dependent variables. Journal of Computational and Graphical Statistics. 2007 Article GET IT
Physicians and lay people are unable to apply pressure immobilization properly in a simulated snakebite scenario. Wilderness & environmental medicine. 2005 Academic Article GET IT
Times cited: 35
Equilibrium free energies from nonequilibrium measurements using maximum-likelihood methods. Physical review letters. 2003 Academic Article GET IT

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Background

education and training

Ph.D., Stanford University 2004
M.Sc., Stanford University 2002
B.Sc., Australian National University (Australia) 2000
B.A., Australian National University (Australia) 1999

Contact

full name

Giles Hooker

primary email

gih2005@med.cornell.edu

VIVO Weill Cornell Medical College

Giles Hooker Associate Professor of Biostatistics in Population Health Sciences

Publications

selected publications

Background

education and training

Contact

full name

primary email