Export 1566 results:
, Submitted. Automated scalable Bayesian inference via Hilbert coresets. arXiv:1710.05053.
, Submitted. A fast Monte Carlo test for preferential sampling.
, Submitted. Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics.
, Submitted. Scalable Gaussian process inference with finite-data mean and variance guarantees. arXiv:1806.10234.
, In Press. Adjusting for differential misclassification in matched case-control studies utilizing health administrative data. Statistics in Medicine.
, In Press. Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence.
, In Press. Multi-parameter One-Sided Monitoring Tests. Technometrics.
, In Press. Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences.
, In Press. Robust functional principal components for sparse longitudinal data. Metron.
, In Press. Truncated random measures. Bernoulli.
, 2021. Approximately Optimal Subset Selection for Statistical Design and Modelling. Journal of Statistical Computation and Simulation, pp.1-13.
, 2021. Composite empirical likelihood for multisample clustered data. J Nonparametric Statistics, p.Accepted Apr 2021.
, 2021. Ellipse Detection and Localization with Application to Knots in Sawn Lumber I. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).
, 2021. RBF: An R package to compute a robust backfitting estimator for additive models. The Journal of Open Source Software, 6(60).
, 2021. Robust Boosting for Regression Problems. Computational Statistics and Data Science, 153. Available at: https://arxiv.org/abs/2002.02054.
, 2020. Approximately Optimal Spatial Design: How Good is it?. Spatial Statistics, p.To appear.
, 2020. Copula diagnostics for asymmetries and conditional dependence. Journal of Applied Statistics, 47, pp.1587-1615.
, 2020. CV.
, 2020. Dealing with treatment-confounder feedback and sparse follow-up in longitudinal studies - application of a marginal structural model in a multiple sclerosis cohort. . American Journal of Epidemiology, 189, p.To appear.
, 2020. Dimensional Analysis in Statistical Modelling. Statistical Science, p.Submitted.
, 2020. Flexible copula models with dynamic dependence and application to financial data. Econometrics and Statistics, 16, pp.148-167.
, 2020. Robust estimation for semi-functional linear regression models. Computational Statistics and Data Science, 152. Available at: https://arxiv.org/abs/2006.16156.