| Publication | Date of Publication | Type |
|---|
| Bayesian estimation of nonlinear Hawkes processes | 2024-03-26 | Paper |
| On sparsity, power-law, and clustering properties of graphex processes | 2024-02-20 | Paper |
| Nonparametric Bayesian intensity estimation for covariate-driven inhomogeneous point processes | 2023-12-21 | Paper |
| Wasserstein convergence in Bayesian and frequentist deconvolution models | 2023-09-26 | Paper |
| Bayesian spike sorting: parametric and nonparametric multivariate Gaussian mixture models | 2022-11-18 | Paper |
| Model Misspecification in Approximate Bayesian Computation: Consequences and Diagnostics | 2022-07-08 | Paper |
| Estimating a density near an unknown manifold: a Bayesian nonparametric approach | 2022-05-31 | Paper |
| Efficient Bayesian estimation and use of cut posterior in semiparametric hidden Markov models | 2022-03-11 | Paper |
| Wasserstein convergence in Bayesian deconvolution models | 2021-11-12 | Paper |
| Sparse networks with core-periphery structure | 2021-08-09 | Paper |
| Asymptotic Analysis of Statistical Estimators related to MultiGraphex Processes under Misspecification | 2021-07-02 | Paper |
| Ideal Bayesian Spatial Adaptation | 2021-05-26 | Paper |
| Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors | 2020-12-14 | Paper |
| Nonparametric Bayesian estimation for multivariate Hawkes processes | 2020-12-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5242719 | 2019-11-12 | Paper |
| Relevant Statistics for Bayesian Model Choice | 2019-05-09 | Paper |
| Asymptotic properties of approximate Bayesian computation | 2018-12-10 | Paper |
| Nonparametric Bayesian clay for robust decision bricks | 2018-10-02 | Paper |
| How principled and practical are penalised complexity priors? | 2018-10-02 | Paper |
| Efficient semiparametric estimation and model selection for multidimensional mixtures | 2018-04-25 | Paper |
| Posterior concentration rates for counting processes with Aalen multiplicative intensities | 2018-02-23 | Paper |
| Posterior concentration rates for mixtures of normals in random design regression | 2017-11-10 | Paper |
| Posterior concentration rates for empirical Bayes procedures with applications to Dirichlet process mixtures | 2017-09-21 | Paper |
| Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity | 2017-09-15 | Paper |
| Adaptive Supremum Norm Posterior Contraction: Wavelet Spike-and-Slab and Anisotropic Besov Spaces | 2017-08-06 | Paper |
| Model Misspecification in ABC: Consequences and Diagnostics | 2017-08-06 | Paper |
| Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator | 2017-07-28 | Paper |
| Adaptive density estimation based on a mixture of gammas | 2017-04-07 | Paper |
| Bayesian inference for partially observed multiplicative intensity processes | 2017-03-14 | Paper |
| Tails assumptions and posterior concentration rates for mixtures of Gaussians | 2016-08-23 | Paper |
| Comment on article by Berger, Bernardo, and Sun | 2016-04-22 | Paper |
| Nonparametric finite translation hidden Markov models and extensions | 2016-02-22 | Paper |
| Posterior concentration rates for infinite dimensional exponential families | 2016-02-05 | Paper |
| Combining expert opinions in prior elicitation | 2016-02-05 | Paper |
| Rejoinder: ``Combining expert opinions in prior elicitation | 2016-02-05 | Paper |
| Contributed discussion on article by Müller and Mitra | 2016-02-02 | Paper |
| Harold Jeffreys's \textit{Theory of probability} revisited | 2016-01-05 | Paper |
| Rejoinder: ``Harold Jeffreys's \textit{Theory of probability} revisited | 2016-01-05 | Paper |
| A note on Bayes factor consistency in partial linear models | 2015-12-29 | Paper |
| A Bernstein-von Mises theorem for smooth functionals in semiparametric models | 2015-11-18 | Paper |
| On some aspects of the asymptotic properties of Bayesian approaches in nonparametric and semiparametric models | 2015-11-17 | Paper |
| On adaptive posterior concentration rates | 2015-10-30 | Paper |
| Discussion of ``Frequentist coverage of adaptive nonparametric Bayesian credible sets | 2015-08-05 | Paper |
| Empirical Bayes methods in classical and Bayesian inference | 2015-01-28 | Paper |
| About the posterior distribution in hidden Markov models with unknown number of states | 2014-11-11 | Paper |
| Bayes and empirical Bayes: do they merge? | 2014-08-13 | Paper |
| Using informative priors in the estimation of mixtures over time with application to aerosol particle size distributions | 2014-06-10 | Paper |
| Bayesian semi-parametric estimation of the long-memory parameter under FEXP-priors | 2014-01-13 | Paper |
| Bayesian Optimal Adaptive Estimation Using a Sieve Prior | 2013-10-09 | Paper |
| Inherent difficulties of non-Bayesian likelihood-based inference, as revealed by an examination of a recent book by Aitkin | 2013-07-25 | Paper |
| Use in practice of importance sampling for repeated MCMC for Poisson models | 2013-05-27 | Paper |
| Adaptive Bayesian density estimation with location-scale mixtures | 2013-05-27 | Paper |
| Bernstein-von Mises theorem for linear functionals of the density | 2012-12-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3144429 | 2012-12-07 | Paper |
| Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process | 2012-08-29 | Paper |
| ASYMPTOTIC THEORY FOR MAXIMUM LIKELIHOOD ESTIMATION OF THE MEMORY PARAMETER IN STATIONARY GAUSSIAN PROCESSES | 2012-04-24 | Paper |
| Asymptotic Behaviour of the Posterior Distribution in Overfitted Mixture Models | 2011-12-21 | Paper |
| Asymptotic Behaviour of the Posterior Distribution in Overfitted Mixture Models | 2011-08-09 | Paper |
| Bayesian Goodness of Fit Testing with Mixtures of Triangular Distributions | 2010-04-22 | Paper |
| Bayesian hidden Markov model for DNA sequence segmentation: a prior sensitivity analysis | 2010-03-30 | Paper |
| Rates of convergence for the posterior distributions of mixtures of betas and adaptive nonparametric estimation of the density | 2010-02-19 | Paper |
| Studentization and deriving accurate p-values | 2009-06-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3631714 | 2009-06-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3498017 | 2008-05-28 | Paper |
| Bounds for Bayesian order identification with application to mixtures | 2008-04-23 | Paper |
| Bayesian nonparametric estimation of the spectral density of a long memory Gaussian time series | 2007-11-06 | Paper |
| Consistency results on nonparametric Bayesian estimation of level sets using spatial priors | 2007-10-10 | Paper |
| Rates of Convergence for a Bayesian Level Set Estimation | 2006-05-24 | Paper |
| Optimal Sample Size for Multiple Testing | 2005-02-21 | Paper |
| Valid asymptotic expansions for the maximum likelihood estimators of the parameter of a stationary, Gaussian, strongly dependent process | 2004-05-18 | Paper |
| Asymptotic properties of HPD regions in the discrete case. | 2003-04-02 | Paper |
| Non-informative priors in the case of Gaussian long-memory processes | 2003-01-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2757197 | 2002-03-06 | Paper |
| VALID EDGEWORTH EXPANSION FOR THE SAMPLE AUTOCORRELATION FUNCTION UNDER LONG RANGE DEPENDENCE | 2001-05-16 | Paper |
| Coverage properties of one-sided intervals in the discrete case and application to matching priors | 2001-05-02 | Paper |
| SMALL-SAMPLE LIKELIHOOD-BASED INFERENCE IN THE ARFIMA MODEL | 2001-03-29 | Paper |
| Asymptotic Bayes risks for a general class of losses | 1997-11-26 | Paper |
