Export 1625 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. Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences.
, In Press. Truncated random measures. Bernoulli.
, 2022. Adaptive Design and Analysis Via Partitioning Trees for Emulation of a Complex Computer Code. Journal of Computational and Graphical Statistics, pp.1-12. Available at: https://doi.org/10.1080/10618600.2022.2039160.
, 2022. Knots and their effect on the tensile strength of lumber. Journal of Quality Technology, p.Submitted.
, 2022. Nondimensionalizing physical and statistical models: a unified approach. Statistical Science, p.Submitted.
, 2021. Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Journal of Machine Learning Research, 22, pp.1–41.
, 2021. Approximately Optimal Subset Selection for Statistical Design and Modelling. Journal of Statistical Computation and Simulation, pp.1-13.
, 2021. Blang: Probabilitistic Programming for Combinatorial Spaces. Journal of Statistical Software, (Accepted).
, 2021. Clonal fitness inferred from time-series modelling of single-cell cancer genomes. Nature, (Accepted).
, 2021. CoCoA-diff: counterfactual inference for single-cell gene expression analysis. Genome Biol., 22, pp.1–23.
, 2021. Composite empirical likelihood for multisample clustered data. Journal of Nonparametric Statistics, 33, pp.60–81.
, 2021. Composite empirical likelihood for multisample clustered data. J Nonparametric Statistics, p.Accepted Apr 2021.
, 2021. Counterfactual inference for single-cell gene expression analysis. medRxiv.
, 2021. Density ratio model with data-adaptive basis function. arXiv preprint arXiv:2103.03445.
, 2021. Ellipse Detection and Localization with Application to Knots in Sawn Lumber I. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).
, 2021. Exome-wide age-of-onset analysis reveals exonic variants in ERN1 and SPPL2C associated with Alzheimer's disease. Transl. Psychiatry, 11, p.146.
, 2021. Genetic drivers of m6A methylation in human brain, lung, heart and muscle. Nat. Genet.
, 2021. Minimum Wasserstein Distance Estimator under Finite Location-scale Mixtures. arXiv preprint arXiv:2107.01323.