Statistics and Computing
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
Table of contents
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Convergence rate bounds for iterative random functions using one-shot couplingSixta, Sabrina / Rosenthal, Jeffrey S. et al. | 2022
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Spatially relaxed inference on high-dimensional linear modelsChevalier, Jérôme-Alexis / Nguyen, Tuan-Binh / Thirion, Bertrand et al. | 2022
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A random persistence diagram generatorPapamarkou, Theodore / Nasrin, Farzana / Lawson, Austin et al. | 2022
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Proximal nested sampling for high-dimensional Bayesian model selectionCai, Xiaohao / McEwen, Jason D. / Pereyra, Marcelo et al. | 2022
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Quantile regression feature selection and estimation with grouped variables using Huber approximationSherwood, Ben / Li, Shaobo et al. | 2022
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Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriorsForbes, Florence / Nguyen, Hien Duy / Nguyen, TrungTin et al. | 2022
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Approximate Laplace importance sampling for the estimation of expected Shannon information gain in high-dimensional Bayesian design for nonlinear modelsEnglezou, Yiolanda / Waite, Timothy W. / Woods, David C. et al. | 2022
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Computing marginal likelihoods via the Fourier integral theorem and pointwise estimation of posterior densitiesRotiroti, Frank / Walker, Stephen G. et al. | 2022
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A Joint estimation approach to sparse additive ordinary differential equationsZhang, Nan / Nanshan, Muye / Cao, Jiguo et al. | 2022
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Comparing unconstrained parametrization methods for return covariance matrix predictionBucci, Andrea / Ippoliti, Luigi / Valentini, Pasquale et al. | 2022
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A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processesMarques, Isa / Kneib, Thomas / Klein, Nadja et al. | 2022
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Default risk prediction and feature extraction using a penalized deep neural networkLin, Cunjie / Qiao, Nan / Zhang, Wenli et al. | 2022
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Statistic selection and MCMC for differentially private Bayesian estimationAlparslan, Barış / Yıldırım, Sinan et al. | 2022
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Optimal designs for dose-escalation trials and individual allocations in cohortsDuarte, Belmiro P. M. / Atkinson, Anthony C. / Oliveira, Nuno M. C. et al. | 2022
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Mixture of multivariate Gaussian processes for classification of irregularly sampled satellite image time-seriesConstantin, Alexandre / Fauvel, Mathieu / Girard, Stéphane et al. | 2022
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Generating directed networks with predetermined assortativity measuresWang, Tiandong / Yan, Jun / Yuan, Yelie et al. | 2022
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Efficient reduced-rank methods for Gaussian processes with eigenfunction expansionsGreengard, Philip / O’Neil, Michael et al. | 2022
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Variational inference and sparsity in high-dimensional deep Gaussian mixture modelsKock, Lucas / Klein, Nadja / Nott, David J. et al. | 2022
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Adaptive random neighbourhood informed Markov chain Monte Carlo for high-dimensional Bayesian variable selectionLiang, Xitong / Livingstone, Samuel / Griffin, Jim et al. | 2022
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A joint latent factor analyzer and functional subspace model for clustering multivariate functional dataSharp, Alex / Browne, Ryan et al. | 2022
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Automatic differentiation of Box-Cox transformations with application to random effects models for continuous non-normal responseStringer, Alex et al. | 2022
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Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methodsMajumder, Suman / Guan, Yawen / Reich, Brian J. et al. | 2022
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Split Hamiltonian Monte Carlo revisitedCasas, Fernando / Sanz-Serna, Jesús María / Shaw, Luke et al. | 2022
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Exact simulation of normal tempered stable processes of OU type with applicationsSabino, Piergiacomo et al. | 2022
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Improving bridge estimators via f-GANXing, Hanwen et al. | 2022
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Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamicsZhang, Benjamin J. / Marzouk, Youssef M. / Spiliopoulos, Konstantinos et al. | 2022
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Density deconvolution under a k-monotonicity constraintChee, Chew-Seng / Seo, Byungtae et al. | 2022
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Achieving fairness with a simple ridge penaltyScutari, Marco / Panero, Francesca / Proissl, Manuel et al. | 2022
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Sequential sampling of junction trees for decomposable graphsOlsson, Jimmy / Pavlenko, Tatjana / Rios, Felix L. et al. | 2022