Jonas Wallin
Senior lecturer, Director of third cycle studies, Department of Statistics
Publications
Displaying of publications. Sorted by year, then title.
Gaussian Whittle–Matérn fields on metric graphs
David Bolin, Alexandre B. Simas, Jonas Wallin
(2024) Bernoulli, 30 p.1611-1639
Journal articleSingle-cell quantification and dose-response of cytosolic siRNA delivery
Hampus Hedlund, Hampus Du Rietz, Johanna M. Johansson, Hanna C. Eriksson, Wahed Zedan, et al.
(2023) Nature Communications, 14
Journal articleEuropean projections of West Nile virus transmission under climate change scenarios
Zia Farooq, Henrik Sjödin, Jan C. Semenza, Yesim Tozan, Maquines Odhiambo Sewe, et al.
(2023) One Health, 16
Journal articleNowcasting COVID-19 Statistics Reported with Delay : A Case-Study of Sweden and the UK
Adam Altmejd, Joacim Rocklöv, Jonas Wallin
(2023) International Journal of Environmental Research and Public Health, 20
Journal articleCoordinate Descent for SLOPE
Johan Larsson, Quentin Klopfenstein, Mathurin Massias, Jonas Wallin
(2023) Proceedings of Machine Learning Research, 206 p.4802-4821
Conference paperLocal scale invariance and robustness of proper scoring rules
David Bolin, Jonas Wallin
(2023) Statistical Science, 38 p.140-159
Journal articlePredicting the dengue cluster outbreak dynamics in Yogyakarta, Indonesia: a modelling study
Aditya Lia Ramadona, Yesim Tozan, Jonas Wallin, Lutfan Lazuardi, Adi Utarini, et al.
(2023) The Lancet Regional Health - Southeast Asia, 15
Journal articleHow Significant Events and Team Trust Predict Member’s Exit in New Venture Teams
Yvette Baurne, Frederic Delmar, Jonas Wallin, Anna Brattstrom
(2023) Academy of Management Proceedings, 2023 p.11742-11742
Conference paperThe Hessian Screening Rule
Johan Larsson, Jonas Wallin
(2022) Advances in Neural Information Processing Systems, 35 p.25404-25421
Conference paperAccuracy of a Bayesian technique to estimate position and activity of orphan gamma-ray sources by mobile gamma spectrometry : Influence of imprecisions in positioning systems and computational approximations
Antanas Bukartas, Jonas Wallin, Robert Finck, Christopher Rääf
(2022) PLoS ONE, 17
Journal articleArtificial intelligence to predict West Nile virus outbreaks with eco-climatic drivers
Zia Farooq, Joacim Rocklöv, Jonas Wallin, Najmeh Abiri, Maquines Odhiambo Sewe, et al.
(2022) The Lancet Regional Health - Europe, 17
Journal articleModeling new-firm growth and survival with panel data using event magnitude regression
Frédéric Delmar, Jonas Wallin, Ahmed Maged Nofal
(2022) Journal of Business Venturing, 37
Journal articleGhost QTL and hotspots in experimental crosses : novel approach for modeling polygenic effects
Jonas Wallin, Małgorzata Bogdan, Piotr A. Szulc, R. W. Doerge, David O. Siegmund
(2021) Genetics, 217
Journal articleRobust joint modelling of longitudinal and survival data : Incorporating a time-varying degrees-of-freedom parameter
Lisa M. McFetridge, Özgür Asar, Jonas Wallin
(2021) Biometrical Journal, 63 p.1587-1606
Journal articleBayesian algorithm to estimate position and activity of an orphan gamma source utilizing multiple detectors in a mobile gamma spectrometry system
Antanas Bukartas, Jonas Wallin, Robert Finck, Christopher Rääf
(2021) PLoS ONE, 16
Journal articleEfficient methods for Gaussian Markov random fields under sparse linear constraints
David Bolin, Jonas Wallin
(2021) Advances in Neural Information Processing Systems, 34
Conference paperThe Strong Screening Rule For SLOPE
Johan Larsson, Malgorzata Bogdan, Jonas Wallin
(2020) Advances in Neural Information Processing Systems , p.1-12
Journal articleLinear mixed effects models for non‐Gaussian continuous repeated measurement data
Özgur Asar, David Bolin, Peter Diggle, Jonas Wallin
(2020) Journal of the Royal Statistical Society: Series C (Applied Statistics), 69
Journal articleMultivariate type G Matérn stochastic partial differential equation random fields
David Bolin, Jonas Wallin
(2020) Journal of the Royal Statistical Society. Series B: Statistical Methodology, 82 p.215-239
Journal articleGeneralized bounds for active subspaces
Mario Teixeira Parente, Jonas Wallin, Barbara Wohlmuth
(2020) Electronic Journal of Statistics, 14 p.917-943
Journal articleGhost QTL and hotspots in experimental crosses - novel solution by mixed model with nonzero mean
Piotr Szulc, Jonas Wallin, Malgorzata Bogdan, Rebecca Doerge, David O. Siegmund
(2019)
OtherA Bayesian method to localize lost gamma sources
A. Bukartas, R. Finck, J. Wallin, C. L. Rääf
(2019) Applied Radiation and Isotopes, 145 p.142-147
Journal articleLevel set Cox processes
Jonas Wallin, David Bolin, Anders Hildeman, Janine Illian
(2018) Spatial Statistics, 28 p.169-193
Journal articleEfficient Adaptive MCMC Through Precision Estimation
Jonas Wallin, David Bolin
(2018) Journal of Computational and Graphical Statistics, 27 p.887-897
Journal articleWhole-brain subsitute CT generation using Markov random field mixture models
Anders Hildeman, David Bolin, Jonas Wallin, Adam Johansson, Tufve Nyholm, et al.
(2018)
OtherPredation by avian insectivores on caterpillars is linked to leaf damage on oak (Quercus robur)
Bengt Gunnarsson, Jonas Wallin, Jenny Klingberg
(2018) Oecologia, 188 p.733-741
Journal articleLatent Gaussian random field mixture models
Jonas Wallin, David Bolin, Finn Lindgren
(2018) Computational Statistics and Data Analysis, 130 p.80-93
Journal articleSpatially adaptive covariance tapering
David Bolin, Jonas Wallin
(2016) Spatial Statistics, 18 p.163-178
Journal articleStatistical models for the speed prediction of a container ship
Wengang Mao, Igor Rychlik, Jonas Wallin, Gaute Sorhaug
(2016) Ocean Engineering, 126 p.152-162
Journal articleCalibrating regionally downscaled precipitation over Norway through quantile-based approaches
David Bolin, Arnoldo Frigessi, Peter Guttorp, Ola Haug, Elisabeth Orskaug, et al.
(2016) Advances in Statistical Climatology, Meteorology and Oceanography, 2 p.39-47
Journal articleDetection of steering events using hidden Markov models with multivariate observations
Roza Maghsood, Pär Johannesson, Jonas Wallin
(2016) International Journal of Vehicle Systems Modelling and Testing, 11 p.313-329
Journal articleConvolution-invariant subclasses of generalized hyperbolic distributions
Krzysztof Podgorski, Jonas Wallin
(2016) Communications in Statistics: Theory and Methods, 45 p.98-103
Journal articleBayesFlow: latent modeling of flow cytometry cell populations.
Kerstin Johnsson, Jonas Wallin, Magnus Fontes
(2016) BMC Bioinformatics, 17
Journal articleMaximizing leave-one-out likelihood for the location parameter of unbounded densities
Krzysztof Podgorski, Jonas Wallin
(2015) Annals of the Institute of Statistical Mathematics, 67 p.19-38
Journal articleEstimating Periodicities in Symbolic Sequences Using Sparse Modeling
Stefan Ingi Adalbjörnsson, Johan Swärd, Jonas Wallin, Andreas Jakobsson
(2015) IEEE Transactions on Signal Processing, 63 p.2142-2150
Journal article