Peer-Reviewed

• Lamminpää, O., Hobbs, J., Brynjarsdóttir, J., Laine, M., Braverman, A., Lindqvist, H., Tamminen, J. (2019). Accelerated MCMC for Satellite-Based Measurements of Atmospheric CO2. Remote Sensing 11 (17), 2061
• Brynjarsdóttir J., Hobbs, J., Braverman, A., and Mandrake, L. (2018). Optimal Estimation Versus MCMC for Retrievals. Journal of Agricultural, Biological and Environmental Statistics, 23 (2), 297-316
• Berliner, L.M. and Brynjarsdóttir, J. (2016). A Framework for Multi-model Ensembling. SIAM/ASA Journal of Uncertainty Quantification, 4, 902-923.
• Brynjarsdóttir, J. and Gelfand A.E. (2014). On covariate importance for regression models with multivariate response. Journal of Agricultural, Biological, and Environmental Statistics, 19(4) 481-502.
• Brynjarsdóttir, J. and Berliner, L.M. (2014). Dimension-reduced modeling of spatio-temporal processes. Journal of the American Statistical Association, 109(508), 1647-1659.
• Brynjarsdóttir, J. and O’Hagan, A. (2014). Learning about physical parameters: The importance of model discrepancy. Inverse Problems, 30, 114007 (24pp).
• Brynjarsdóttir, J. and Berliner, L.M. (2011). Bayesian Hierarchical Modeling for Temperature Reconstruction from Geothermal Data. The Annals of Applied Statistics, 5(2B), 1328-1359.
• Brynjarsdóttir, J. and Stefánsson, G. (2004). Analysis of cod catch data from Icelandic groundfish surveys using generalized linear models. Fisheries Research, 70(2-3), 195-208.

Technical Reports

• Nielsen, Ó.K., Brynjarsdóttir, J. and Magnússon, K.G., (2004). Vöktun rjúpnastofnsins 1999-2003 (Monitoring of the ptarmigan population in Iceland 1999-2003), Technical report 47, Icelandic Institute of Natural History. (In Icelandic with an English abstract).
• Magnússon,K.G., Brynjarsdóttir, J. and Nielsen, Ó.K., (2004). Population cycles in rock ptarmigan Lagopus muta: modelling and parameter estimation. Technical report RH-19-2004, Science Institute, University of Iceland.
• Brynjarsdóttir, J., Lund, S. H., Magnússon, K. G. and Nielsen, Ó. K., (2003). Analysis of time series for rock ptarmigan and gyrfalcon populations in north-east Iceland. Technical report RH-18-2003, Science Institute, University of Iceland.
• Brynjarsdóttir, J. (2002). Statistical analysis of cod catch data from Icelandic groundfish surveys. Technical Report 91, Marine Research Institute. M.Sc. Thesis.