activity
20062023
most citedMAP Estimators and Their Consistency in Bayesian Nonparametric Inverse Problems

162 citations · 348 across the 9 of their papers we have counts for

collaborators

11 papers

math.ST2023★ 1 cited

Limit Shape of the Generalized Inverse Gaussian-Poisson Distribution

Leonid V. Bogachev, Ruheyan Nuermaimaiti, Jochen Voss

The generalized inverse Gaussian-Poisson (GIGP) distribution proposed by Sichel in the 1970s has proved to be a flexible fitting tool for diverse frequency data, collectively descr…

cs.CE2021

Robust design optimisation of continuous flow polymerase chain reaction thermal flow systems

Yongxing Wang, Hazim A. Hamad, Jochen Voss +1

This paper presents an efficient methodology for the robust optimisation of Continuous Flow Polymerase Chain Reaction (CFPCR) devices. It enables the effects of uncertainties in de…

stat.ML2018

On the Estimation of Entropy in the FastICA Algorithm

Elena Issoglio, Paul Smith, Jochen Voss

The fastICA method is a popular dimension reduction technique used to reveal patterns in data. Here we show both theoretically and in practice that the approximations used in fastI…

math.PR2013★ 162 cited

MAP Estimators and Their Consistency in Bayesian Nonparametric Inverse Problems

Masoumeh Dashti, Kody J. H. Law, Andrew M. Stuart +1

We consider the inverse problem of estimating an unknown function from noisy measurements of a known, possibly nonlinear, map applied to . We adopt a Bayes…

math.PR2011★ 3 cited

The Effect of Finite Element Discretisation on the Stationary Distribution of SPDEs

Jochen Voss

This article studies the effect of discretisation error on the stationary distribution of stochastic partial differential equations (SPDEs). We restrict the analysis to the effect…

math.ST2011★ 25 cited

Some Fundamental Properties of a Multivariate von Mises Distribution

Kanti V. Mardia, Jochen Voss

In application areas like bioinformatics multivariate distributions on angles are encountered which show significant clustering. One approach to statistical modelling of such situa…