Export 1650 results:
Compressed and penalized linear regression. Journal of Computational and Graphical Statistics, 29, pp.309–322. Available at: https://doi.org/10.1080/10618600.2019.1660179., 2020.
Copula diagnostics for asymmetries and conditional dependence. Journal of Applied Statistics, 47, pp.1587-1615., 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.
Homogeneity testing under finite location-scale mixtures. Canadian Journal of Statistics, 48, pp.670–684., 2020.
Randomized Hamiltonian Monte Carlo as Scaling Limit of the Bouncy Particle Sampler and Dimension-Free Convergence Rates. Annals of Applied Probability, (Accepted)., 2020.
Robust estimation for semi-functional linear regression models. Computational Statistics and Data Science, 152. Available at: https://arxiv.org/abs/2006.16156., 2020.
Should the number of acute exacerbations in the previous year be used to guide treatments in COPD? . European Journal of Epidemiology, 35, p.To appear., 2020.
Slice Sampling for General Completely Random Measures. In Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI). Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI). pp. 699–708., 2020.
Small area mean estimation after effect clustering. Journal of Applied Statistics, 47, pp.602–623., 2020.
Spatio-temporal downscaling for continental scale estimation of air pollution concentrations. Journal of the Royal Statistical Society: Series C, p.Submitted., 2020.
A three-parameter logistic regression model. Statistical Theory and Related Fields, pp.1–10., 2020.
Vine copula regression for observational studies. ASTA-Advances in Statistical Analysis, 104, pp.141-167., 2020.
Adjusting for differential misclassification in matched case-control studies utilizing health administrative data. Statistics in Medicine, 38, pp.3669-3681., 2019.
Algorithms for Estimating Trends in Global Temperature Volatility. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19). Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19). Association for the Advancement of Artificial Intelligence. Available at: https://doi.org/10.1609/aaai.v33i01.3301614., 2019.
An Annealed Sequential Monte Carlo Method for Bayesian Phylogenetics. Systematic Biology, 69, pp.155–183., 2019.
An Annealed Sequential Monte Carlo Method for Bayesian Phylogenetics. Systematic Biology, (Accepted)., 2019.
AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks. In International Conference on Learning Representations. International Conference on Learning Representations. Available at: https://openreview.net/forum?id=ryxepo0cFX., 2019.
Bayesian analysis of accumulated damage models in lumber reliability. Technometrics, 61, pp.1-14., 2019.
clonealign: statistical integration of independent single-cell RNA and DNA-seq from human cancers. Genome Biology, 20, pp.1–12., 2019.