activity
20152024
most citedLecture Notes: Temporal Point Processes and the Conditional Intensity Function

36 citations · 39 across the 5 of their papers we have counts for

collaborators

7 papers

stat.AP2024★ 1 cited

A stochastic approach to estimate distribution grid state with confidence regions

Rasmus L. Olsen, Sina Hassani, Troels Pedersen +2

Widely available measurement equipment in electrical distribution grids, such as power-quality measurement devices, substation meters, or customer smart meters do not provide phaso…

math.ST2022

Cox processes driven by transformed Gaussian processes on linear networks -- A review and new contributions

Jesper Møller, Jakob G. Rasmussen

There is a lack of point process models on linear networks. For an arbitrary linear network, we consider new models for a Cox process with an isotropic pair correlation function ob…

math.ST2019★ 1 cited

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…

stat.ME2018★ 36 cited

Lecture Notes: Temporal Point Processes and the Conditional Intensity Function

Jakob Gulddahl Rasmussen

These short lecture notes contain a not too technical introduction to point processes on the time line. The focus lies on defining these processes using the conditional intensity f…

math.ST2017

Isotropic covariance functions on graphs and their edges

Ethan Anderes, Jesper Møller, Jakob G. Rasmussen

We develop parametric classes of covariance functions on linear networks and their extension to graphs with Euclidean edges, i.e., graphs with edges viewed as line segments or more…

math.ST2015

The cylindrical K-function and Poisson line cluster point processes

Jesper Møller, Farzaneh Safavimanesh, Jakob G. Rasmussen

Analyzing point patterns with linear structures has recently been of interest in e.g. neuroscience and geography. To detect anisotropy in such cases, we introduce a functional summ…

eess.SY2015★ 1 cited

Stochastic Analysis of Synchronization in a Supermarket Refrigeration System

John Leth, Rafael Wisniewski, Jakob Rasmussen +1

Display cases in supermarket systems often exhibit synchronization, in which the expansion valves in the display cases turn on and off at exactly the same time. The study of the in…