33 citations · 59 across the 25 of their papers we have counts for
6 papers · 1 filter
Robust joint modelling of longitudinal and survival data with a time-varying degrees-of-freedom parameter
Lisa McFetridge, Ozgur Asar, Jonas Wallin
Repeated measures of biomarkers have the potential of explaining hazards of survival outcomes. In practice, these measurements are intermittently measured and are known to be subje…
Estimating the unobservable moose - converting index to population size using a Bayesian Hierarchical state space model
Jonas Wallin, Kjell Wallin
Indirect information on population size, like pellet counts or volunteer counts, is the main source of information in most ecological studies and applied population management situ…
Whole-brain substitute CT generation using Markov random field mixture models
Anders Hildeman, David Bolin, Jonas Wallin +4
Computed tomography (CT) equivalent information is needed for attenuation correction in PET imaging and for dose planning in radiotherapy. Prior work has shown that Gaussian mixtur…
Online estimation of driving events and fatigue damage on vehicles
Roza Maghsood, Jonas Wallin
Driving events, such as maneuvers at slow speed and turns, are important for durability assessments of vehicle components. By counting the number of driving events, one can estimat…
Latent modeling of flow cytometry cell populations
Jonas Wallin, Kerstin Johnsson, Magnus Fontes
Flow cytometry is a widespread single-cell measurement technology with a multitude of clinical and research applications. Interpretation of flow cytometry data is hard; the instrum…
Non-Gaussian Matérn fields with an application to precipitation modeling
David Bolin, Jonas Wallin
The recently proposed non-Gaussian Matérn random field models, generated through Stochastic Partial differential equations (SPDEs), are extended by considering the class of General…