Jonas Wallin
Studierektor för forskarutbildningen, Statistiska institutionen , Universitetslektor
Publikationer
Visar av publikationer. Sorterade efter år och sen titel.
A flexible class of latent variable models for the analysis of antibody response data
Emanuele Giorgi, Jonas Wallin
(2026) Biostatistics, 27
Artikel i vetenskaplig tidskriftEvaluating the ability of a thermal biology-informed reproduction number to explain patterns of West Nile incidence in Europe
Julian Heidecke, Hedi Katre Kriit, Peter Fransson, Jonas Wallin, Joacim Rocklöv
(2026) One Health, 22
Artikel i vetenskaplig tidskriftProjecting tick-borne encephalitis risk in Sweden under climate change scenarios : a high-resolution spatio-temporal modeling approach
Maquins Odhiambo Sewe, Jonas Wallin, Joacim Rocklöv, Shiyu Wang, Torben Koenigk, et al.
(2026) Environmental Health: A Global Access Science Source, 25
Artikel i vetenskaplig tidskriftSpatial self-confounding : smoothness-related estimation bias in spatial regression models
David Bolin, Jonas Wallin
(2026) Biometrika, 113
Artikel i vetenskaplig tidskriftAn explicit link between graphical models and Gaussian Markov random fields on metric graphs
David Bolin, Alexandre B. Simas, Jonas Wallin
(2026) Stochastic Processes and their Applications, 196
Artikel i vetenskaplig tidskriftDegradation graphs reveal hidden proteolytic activity in peptidomes
Erik Hartman, Johan Malmström, Jonas Wallin
(2026) PLoS Computational Biology, 22 p.1-21
Artikel i vetenskaplig tidskriftMarkov properties of Gaussian random fields on compact metric graphs
Dav Id Bolin, Alexandre B. Simas, Jonas Wallin
(2026) Bernoulli, 32 p.153-178
Artikel i vetenskaplig tidskriftUnveiling low-dimensional patterns induced by convex non-differentiable regularizers
Ivan Hejný, Jonas Wallin, Małgorzata Bogdan, Michał Kos
(2026) Annals of the Institute of Statistical Mathematics, 78 p.479-514
Artikel i vetenskaplig tidskriftThe Choice of Normalization Influences Shrinkage in Regularized Regression
Johan Larsson, Jonas Wallin
(2025) Transactions on Machine Learning Research, 2025-November
Artikel i vetenskaplig tidskriftAn explainable covariate compartmental model for predicting the spatio-temporal patterns of dengue in Sri Lanka
Yichao Liu, Peter Fransson, Julian Heidecke, Prasad Liyanage, Jonas Wallin, et al.
(2025) PLoS Computational Biology, 21
Artikel i vetenskaplig tidskriftUncovering temperature sensitivity of West Nile virus transmission : Novel computational approaches to mosquito-pathogen trait responses
Julian Heidecke, Jonas Wallin, Peter Fransson, Pratik Singh, Henrik Sjödin, et al.
(2025) PLoS Computational Biology, 21
Artikel i vetenskaplig tidskriftA climate and population dependent diffusion model forecasts the spread of Aedes Albopictus mosquitoes in Europe
Sandra Barman, Jan C. Semenza, Pratik Singh, Henrik Sjödin, Joacim Rocklöv, et al.
(2025) Communications Earth and Environment, 6
Artikel i vetenskaplig tidskriftHamiltonian Monte Carlo with categorical parameters using the Concrete distribution
Jakob Torgander, Måns Magnusson, Jonas Wallin
(2024)
Konferenspaper, ej i proceeding/ej förlagsutgivetGaussian Whittle–Matérn fields on metric graphs
David Bolin, Alexandre B. Simas, Jonas Wallin
(2024) Bernoulli, 30 p.1611-1639
Artikel i vetenskaplig tidskriftThe Lasso and Ridge Regression Yield Biased Estimates of Imbalanced Binary Features
Johan Larsson, Jonas Wallin
(2024)
ÖvrigtInput precision, output excellence : the importance of data quality control and method selection in disease risk mapping —authors’ reply
Zia Farooq, Joacim Rocklöv, Jonas Wallin, Najmeh Abiri, Maquines Odhiambo Sewe, et al.
(2024) The Lancet Regional Health - Europe, 42
Debate/Note/EditorialHow 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 , p.11742
Konferenspaper i proceedingLocal scale invariance and robustness of proper scoring rules
David Bolin, Jonas Wallin
(2023) Statistical Science, 38 p.140-159
Artikel i vetenskaplig tidskriftCoordinate Descent for SLOPE
Johan Larsson, Quentin Klopfenstein, Mathurin Massias, Jonas Wallin
(2023) Proceedings of Machine Learning Research, 206 p.4802-4821
Konferenspaper i proceedingPredicting 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
Artikel i vetenskaplig tidskriftNowcasting 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
Artikel i vetenskaplig tidskriftEuropean 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
Artikel i vetenskaplig tidskriftSingle-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
Artikel i vetenskaplig tidskriftAccuracy 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
Artikel i vetenskaplig tidskriftThe Hessian Screening Rule
Johan Larsson, Jonas Wallin
(2022) Advances in Neural Information Processing Systems, 35 p.25404-25421
Konferenspaper i proceedingModeling 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
Artikel i vetenskaplig tidskriftArtificial 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
Artikel i vetenskaplig tidskriftEfficient methods for Gaussian Markov random fields under sparse linear constraints
David Bolin, Jonas Wallin
(2021) Advances in Neural Information Processing Systems, 34
Konferenspaper i proceedingRobust 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
Artikel i vetenskaplig tidskriftGhost 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
Artikel i vetenskaplig tidskriftBayesian 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
Artikel i vetenskaplig tidskriftThe Strong Screening Rule For SLOPE
Johan Larsson, Malgorzata Bogdan, Jonas Wallin
(2020) Advances in Neural Information Processing Systems , p.1-12
Artikel i vetenskaplig tidskriftGeneralized bounds for active subspaces
Mario Teixeira Parente, Jonas Wallin, Barbara Wohlmuth
(2020) Electronic Journal of Statistics, 14 p.917-943
Artikel i vetenskaplig tidskriftMultivariate 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
Artikel i vetenskaplig tidskriftLinear 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
Artikel i vetenskaplig tidskriftGhost 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)
ÖvrigtA 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
Artikel i vetenskaplig tidskriftLevel set Cox processes
Jonas Wallin, David Bolin, Anders Hildeman, Janine Illian
(2018) Spatial Statistics, 28 p.169-193
Artikel i vetenskaplig tidskriftPredation 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
Artikel i vetenskaplig tidskriftLatent Gaussian random field mixture models
Jonas Wallin, David Bolin, Finn Lindgren
(2018) Computational Statistics and Data Analysis, 130 p.80-93
Artikel i vetenskaplig tidskriftEfficient Adaptive MCMC Through Precision Estimation
Jonas Wallin, David Bolin
(2018) Journal of Computational and Graphical Statistics, 27 p.887-897
Artikel i vetenskaplig tidskriftWhole-brain subsitute CT generation using Markov random field mixture models
Anders Hildeman, David Bolin, Jonas Wallin, Adam Johansson, Tufve Nyholm, et al.
(2018)
ÖvrigtConvolution-invariant subclasses of generalized hyperbolic distributions
Krzysztof Podgorski, Jonas Wallin
(2016) Communications in Statistics: Theory and Methods, 45 p.98-103
Artikel i vetenskaplig tidskriftBayesFlow: latent modeling of flow cytometry cell populations.
Kerstin Johnsson, Jonas Wallin, Magnus Fontes
(2016) BMC Bioinformatics, 17
Artikel i vetenskaplig tidskriftDetection 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
Artikel i vetenskaplig tidskriftStatistical models for the speed prediction of a container ship
Wengang Mao, Igor Rychlik, Jonas Wallin, Gaute Sorhaug
(2016) Ocean Engineering, 126 p.152-162
Artikel i vetenskaplig tidskriftSpatially adaptive covariance tapering
David Bolin, Jonas Wallin
(2016) Spatial Statistics, 18 p.163-178
Artikel i vetenskaplig tidskriftCalibrating 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
Artikel i vetenskaplig tidskriftEstimating 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
Artikel i vetenskaplig tidskriftMaximizing 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
Artikel i vetenskaplig tidskriftStochastic Models Involving Second Order Lévy Motions
Jonas Wallin
(2014)
Doktorsavhandling (sammanläggning)