Haakon Bakka
Haakon Bakka
Geverifieerd e-mailadres voor math.uio.no - Homepage
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Spatial modeling with R‐INLA: A review
H Bakka, H Rue, GA Fuglstad, A Riebler, D Bolin, J Illian, E Krainski, ...
Wiley Interdisciplinary Reviews: Computational Statistics 10 (6), e1443, 2018
962018
Advanced spatial modeling with stochastic partial differential equations using R and INLA
ET Krainski, V Gómez-Rubio, H Bakka, A Lenzi, D Castro-Camilo, ...
CRC Press, 2018
932018
INLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantiles
T Opitz, R Huser, H Bakka, H Rue
Extremes 21 (3), 441-462, 2018
452018
Non-stationary Gaussian models with physical barriers
H Bakka, J Vanhatalo, JB Illian, D Simpson, H Rue
Spatial statistics 29, 268-288, 2019
39*2019
Geostatistical modeling to capture seismic‐shaking patterns from earthquake‐induced landslides
L Lombardo, H Bakka, H Tanyas, C van Westen, PM Mai, R Huser
Journal of Geophysical Research: Earth Surface 124 (7), 1958-1980, 2019
202019
Changes in soil organic carbon under perennial crops
A Ledo, P Smith, A Zerihun, J Whitaker, JL Vicente‐Vicente, Z Qin, ...
Global change biology 26 (7), 4158-4168, 2020
162020
New frontiers in Bayesian modeling using the INLA package in R
J Van Niekerk, H Bakka, H Rue, O Schenk
arXiv preprint arXiv:1907.10426, 2019
92019
Revisiting area risk classification of visceral leishmaniasis in Brazil
G Machado, J Alvarez, HC Bakka, A Perez, LE Donato, FEFL Júnior, ...
BMC infectious diseases 19 (1), 1-9, 2019
72019
Joint models as latent Gaussian models-not reinventing the wheel
J Van Niekerk, H Bakka, H Rue
arXiv preprint arXiv:1901.09365, 2019
42019
How to solve the stochastic partial differential equation that gives a Mat\'ern random field using the finite element method
H Bakka
arXiv preprint arXiv:1803.03765, 2018
42018
Dealing with physical barriers in bottlenose dolphin (Tursiops truncatus) distribution
J Martínez-Minaya, D Conesa, H Bakka, MG Pennino
Ecological Modelling 406, 44-49, 2019
32019
Contributed discussion of" Using Stacking to Average Bayesian Predictive Distributions" by Yao et. al.
HC Bakka, D Castro-Camilo, M Franco-Villoria, A Freni-Sterrantino, ...
Bayesian Analysis 13 (3), 982-985, 2018
32018
Max-and-Smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models
B Hrafnkelsson, S Siegert, R Huser, H Bakka, ÁV Jóhannesson
arXiv preprint arXiv:1907.11969, 2019
22019
Stable non-linear generalized bayesian joint models for survival-longitudinal data
J Van Niekerk, H Bakka, H Rue
Sankhya A, 1-27, 2021
12021
A principled distance-based prior for the shape of the Weibull model
J Van Niekerk, H Bakka, H Rue
arXiv preprint arXiv:2002.06519, 2020
12020
Approximate Bayesian inference for spatial flood frequency analysis
ÁV Johannesson, B Hrafnkelsson, R Huser, H Bakka, S Siegert
arXiv, 2019
12019
Groundfish and invertebrate community shift in coastal areas off Iceland
IG Jónsdóttir, H Bakka, BT Elvarsson
Estuarine, Coastal and Shelf Science 219, 45-55, 2019
12019
Competing risks joint models using R-INLA
J Niekerk, H Bakka, H Rue
Statistical Modelling 21 (1-2), 56-71, 2021
2021
High-resolution Bayesian mapping of landslide hazard with unobserved trigger event
T Opitz, H Bakka, R Huser, L Lombardo
arXiv preprint arXiv:2006.07902, 2020
2020
The diffusion-based extension of the Mat\'ern field to space-time
H Bakka, E Krainski, D Bolin, H Rue, F Lindgren
arXiv preprint arXiv:2006.04917, 2020
2020
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Artikelen 1–20