Jonas Wallin

Showing 12 publications

2019

Latent Gaussian random field mixture models

David Bolin, Jonas Wallin, Finn Lindgren
Computational Statistics and Data Analysis. Vol. 130, p. 80-93
Journal article
2018

Level set Cox processes

Anders Hildeman, David Bolin, Jonas Wallin et al
Spatial Statistics. Vol. 28, p. 169-193
Journal article
2018

Efficient Adaptive MCMC Through Precision Estimation

Jonas Wallin, David Bolin
Journal of Computational and Graphical Statistics. Vol. 27 (4), p. 887-897
Journal article
2016

Spatially adaptive covariance tapering

David Bolin, Jonas Wallin
Spatial Statistics. Vol. 18, p. 163-178
Journal article
2016

Statistical models for the speed prediction of a container ship

Wengang Mao, Igor Rychlik, Jonas Wallin et al
Ocean Engineering. Vol. 126, p. 152-162
Journal article
2016

Calibrating regionally downscaled precipitation over Norway through quantile-based approaches

David Bolin, Arnoldo Frigessi, Peter Guttorp et al
Advances in Statistical Climatology, Meteorology and Oceanography. Vol. 2, p. 39-47
Journal article
2016

BayesFlow: latent modeling of flow cytometry cell populations

K. Johnsson, Jonas Wallin, M. Fontes
BMC Bioinformatics. Vol. 17 (1)
Journal article
2016

Detection of steering events using hidden Markov models with multivariate observations

Roza Maghsood, P. Johannesson, Jonas Wallin
International Journal of Vehicle Systems Modelling and Testing. Vol. 11 (4), p. 313-329
Journal article
2015

Geostatistical Modelling Using Non-Gaussian Matern Fields

Jonas Wallin, David Bolin
Scandinavian Journal of Statistics. Vol. 42 (3), p. 872-890
Journal article
2015

Slepian noise approach for Gaussian and Laplace moving average processes

K. Podgorski, Igor Rychlik, Jonas Wallin
Extremes. Vol. 18 (4), p. 665-695
Journal article
2015

Estimating Periodicities in Symbolic Sequences Using Sparse Modeling

S. I. Adalbjornsson, J. Sward, Jonas Wallin et al
IEEE Transactions on Signal Processing. Vol. 63 (8), p. 2142-2150
Journal article
2015

Modeling extreme loads acting on steering components using driving events

Roza Maghsood, Igor Rychlik, Jonas Wallin
Probabilistic Engineering Mechanics. Vol. 41, p. 13-20
Journal article

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