Rates of contraction of posterior distributions based on Gaussian process priors AW Van Der Vaart, JH Van Zanten | 464 | 2008 |
Adaptive Bayesian estimation using a Gaussian random field with inverse gamma bandwidth AW Van der Vaart, JH Van Zanten | 280 | 2009 |
Bayesian inverse problems with Gaussian priors BT Knapik, AW van der Vaart, JH van Zanten The Annals of Statistics, 2011, 2011 | 253 | 2011 |
Reproducing kernel Hilbert spaces of Gaussian priors AW Van Der Vaart, JH Van Zanten IMS Collections 3, 200-222, 2008 | 246 | 2008 |
Information rates of nonparametric Gaussian process methods AW van der Vaart, JH van Zanten The Journal of Machine Learning Research 12, 2095-2119, 2011 | 232 | 2011 |
Frequentist coverage of adaptive nonparametric Bayesian credible sets B Szabo, A van der Vaart, H van Zanten The Annals of Statistics 43 (4), 1391-1428, 2015 | 194 | 2015 |
A series expansion of fractional Brownian motion K Dzhaparidze, H Zanten Probability theory and related fields 130 (1), 39-55, 2004 | 188 | 2004 |
On Bernstein-type inequalities for martingales K Dzhaparidze, JH Van Zanten Stochastic processes and their applications 93 (1), 109-117, 2001 | 119 | 2001 |
Bayesian inference with rescaled Gaussian process priors A Van Der Vaart, H Van Zanten Electronic Journal of Statistics 1, 433-448, 2007 | 115 | 2007 |
Bayes procedures for adaptive inference in inverse problems for the white noise model BT Knapik, BT Szabó, AW van der Vaart, JH van Zanten Probability Theory and Related Fields 164 (3), 771-813, 2016 | 90* | 2016 |
Empirical Bayes scaling of Gaussian priors in the white noise model BT Szabó, AW van der Vaart, JH van Zanten | 78 | 2013 |
A regional peaks-over-threshold model in a nonstationary climate M Roth, TA Buishand, G Jongbloed, AMGK Tank, JH van Zanten Water Resources Research 48 (11), W11533, 2012 | 75 | 2012 |
Guided proposals for simulating multi-dimensional diffusion bridges M Schauer, F Van Der Meulen, H Van Zanten | 74 | 2017 |
Adaptive nonparametric Bayesian inference using location-scale mixture priors R De Jonge, JH van Zanten The Annals of Statistics 38 (6), 3300-3320, 2010 | 70 | 2010 |
Posterior Consistency via Precision Operators for Bayesian Nonparametric Drift Estimation in SDEs Y Pokern, AM Stuart, JH van Zanten Stochastic processes and their applications 123 (2), 603-628, 2013 | 64 | 2013 |
Bayesian recovery of the initial condition for the heat equation BT Knapik, AW Van Der Vaart, JH van Zanten Communications in Statistics-Theory and Methods 42 (7), 1294-1313, 2013 | 63 | 2013 |
Krein’s spectral theory and the Paley–Wiener expansion for fractional Brownian motion K Dzhaparidze, H Van Zanten The Annals of Probability 33 (2), 620-644, 2005 | 54 | 2005 |
Optimality of an explicit series expansion of the fractional Brownian sheet K Dzhaparidze, H Zanten Statistics & probability letters 71 (4), 295-301, 2005 | 53 | 2005 |
A multivariate central limit theorem for continuous local martingales H van Zanten Statistics & probability letters 50 (3), 229-235, 2000 | 50 | 2000 |
Reversible jump MCMC for nonparametric drift estimation for diffusion processes F van der Meulen, M Schauer, H van Zanten Computational Statistics & Data Analysis 71, 615-632, 2014 | 48 | 2014 |