ˇ Hrafnkelsson, B., Siegert, S., Huser, R., Bakka, H. and Johannesson, A.V. (2021) Max-and-Smooth: A two-step approach for approximate Bayesian inference in latent Gaussian models. Bayesian Analysis, 16(2), 611-638.
ˇ Johannesson, A.V., Siegert, S., Huser, R., Bakka, H. and Hrafnkelsson, B. (2021) Approximate Bayesian inference for analysis of spatio-temporal flood frequency data. To appear in Annals of Applied Statistics.
ˇ Hrafnkelsson, B., Sigurdarson, H., Rögnvaldsson, S., Jansson, A.Ö., Vias, R.D. and Gardarsson, S.M. (2021) Generalization of the power-law rating curve using hydrodynamic theory and Bayesian hierarchical modeling. arXiv:2010.04769v2.
ˇ Gopalan, G., Hrafnkelsson, B., Adalgeirsdottir, G. and Palsson, F. (2021) Bayesian inference of ice softness and basal sliding parameters at Langjokull. Frontiers in Earth Science 9, no. 610069.
ˇ Sonnemann, T., Halldorsson, B., Hrafnkelsson, B. and Jonsson, S. (2021) Bayesian inference of a physical seismological model for earthquake strong-motion in south Iceland. Soil Dynamics and Earthquake Engineering, 138, no. 106219.
ˇ Geirsson, Ó. P., Hrafnkelsson, B., Simpson, D. and Sigurdarson, H. (2021) LGM Split Sampler: An efficient MCMC sampling scheme for latent Gaussian models. Statistical Science, 35(2), 218-233.
ˇ Kowsari, M., Sonnemann, T., Halldorsson, B., Hrafnkelsson, B., Snaebjornsson, J.P. and Jonsson, S. (2020) Bayesian inference of empirical ground motion models to pseudo-spectral accelerations of south Iceland seismic zone earthquakes based on informative priors. Soil Dynamics and Earthquake Engineering, 132, no. 106075.
ˇ Gopalan, G., Hrafnkelsson, B., Wikle, C.K., Rue, H., Adalgeirsdottir, G., Jarosch, A.H. and Palsson, F. (2019) A hierarchical spatiotemporal statistical model motivated by glaciology. Journal of Agricultural Biological and Environmental Statistics, 24(4), 669-692. (Note: Giri Gopalan received the Laplace Award from the American Statistical Association, Section on Bayesian Statistical Science (ASA SBSS) for this paper.)
ˇ Rahpeyma, S., Halldorsson, B., Hrafnkelsson, B. and Jonsson, S. (2018) Bayesian hierarchical model for variations in earthquake peak ground acceleration within small-aperture arrays. Environmetrics, 29(3), no. e2497. (Note: This paper was selected to appear in the virtual issue Bayesian Environmetrics.)
Birgir Hrafnkelsson, Ph.D., Professor of Statistics
Department of Mathematics
Faculty of Physical Sciences
School of Engineering and Natural Sciences
University of Iceland
Last updated: September 21st, 2021.