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
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Predicting frequent ED use by people with epilepsy with health information exchange data.
Neurology.
2015
Academic Article
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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
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The computerized adaptive diagnostic test for major depressive disorder (CAD-MDD): a screening tool for depression.
The Journal of clinical psychiatry.
2013
Academic Article
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Times cited: 71 -
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
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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
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Induction of CXCR3- and CCR5-associated chemokines during acute hepatitis C virus infection.
Journal of hepatology.
2011
Academic Article
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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
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Spatiotemporal exploratory models for broad-scale survey data.
Ecological applications : a publication of the Ecological Society of America.
2010
Academic Article
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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
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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
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Forcing function diagnostics for nonlinear dynamics.
Biometrics.
2009
Academic Article
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Times cited: 17 -
Dynamic mechanism for initiation of ventricular fibrillation in vivo.
Circulation.
2008
Academic Article
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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
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Physicians and lay people are unable to apply pressure immobilization properly in a simulated snakebite scenario.
Wilderness & environmental medicine.
2005
Academic Article
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Times cited: 35 - Equilibrium free energies from nonequilibrium measurements using maximum-likelihood methods. Physical review letters. 2003 Academic Article GET IT