Export 1625 results:
Modelling multi-scale, state-switching functional data with hidden Markov models. Canadian Journal of Statistics, 50(1)., 2021.
Non-Reversible Parallel Tempering: a Scalable Highly Parallel MCMC Scheme. Journal of Royal Statistical Society, Series B, (Accepted)., 2021.
Parallel Tempering on Optimized Paths. In International Conference on Machine Learning (ICML). International Conference on Machine Learning (ICML)., 2021.
Permutation tests under a rotating sampling plan with clustered data. Journal of nonparametric statistics, 33, pp.60-81., 2021.
RBF: An R package to compute a robust backfitting estimator for additive models. The Journal of Open Source Software, 6(60)., 2021.
Regulatory genomic circuitry of human disease loci by integrative epigenomics. Nature, 590, pp.300–307., 2021.
Single-cell deconvolution of 3,000 post-mortem brain samples for eQTL and GWAS dissection in mental disorders. Cold Spring Harbor Laboratory, p.2021.01.21.426000., 2021.
Test for homogeneity with unordered paired observations. Electronic Journal of Statistics, 15, pp.1661–1694., 2021.
Approximately Optimal Spatial Design: How Good is it?. Spatial Statistics, p.To appear., 2020.
Consistency of the MLE under a two-parameter gamma mixture model with a structural shape parameter. arXiv preprint arXiv:2011.04058., 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.
Distributed Learning of Finite Gaussian Mixtures. arXiv preprint arXiv:2010.10412., 2020.
Empirical Likelihood Ratio Test on quantiles under a Density Ratio Model. arXiv preprint arXiv:2007.10586., 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.
Permutation tests under a rotating sampling plan with clustered data. arXiv preprint arXiv:2004.13892., 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.