1 citations · 1 across the 4 of their papers we have counts for
6 papers
A normal-inverse-Wishart (NIW) Bayesian synthesizer for multivariate normal data with application to polygenic risk scores
Rasmus Rask Kragh Jørgensen, Anne Krogh Nøhr, Jan Reiter Sørensen +2
Bayesian synthesis, which generates synthetic data by sampling from the posterior predictive distribution, is a popular approach for privatizing sensitive personal data. However, h…
Bounds on the Posterior-to-Prior Ratios for Inclusion Belief under Bounded Differential Privacy
Jan Reiter Sørensen, Heidi Søgaard Christensen, Rasmus Rask Kragh Jørgensen +1
Differential privacy has become the standard for generating privacy-protected data releases. However, differential privacy does not translate intuitively to disclosure risk. In par…
Modelling columnarity of pyramidal cells in the human cerebral cortex
Andreas D. Christoffersen, Jesper Møller, Heidi S. Christensen
For modelling the location of pyramidal cells in the human cerebral cortex we suggest a hierarchical point process in that exhibits anisotropy in the form of cylinde…
Modelling spine locations on dendrite trees using inhomogeneous Cox point processes
Heidi S. Christensen, Jesper Møller
Dendritic spines, which are small protrusions on the dendrites of a neuron, are of interest in neuroscience as they are related to cognitive processes such as learning and memory.…
Point processes on directed linear network
Jakob G. Rasmussen, Heidi S. Christensen
In this paper we consider point processes specified on directed linear networks, i.e. linear networks with associated directions. We adapt the so-called conditional intensity funct…
Structured space-sphere point processes and -functions
Jesper Møller, Heidi S. Christensen, Francisco Cuevas-Pacheco +1
This paper concerns space-sphere point processes, that is, point processes on the product space of (the -dimensional Euclidean space) and (the -di…