WHITTLE-MATÉRN PRIORS FOR BAYESIAN STATISTICAL INVERSION WITH APPLICATIONS IN ELECTRICAL IMPEDANCE TOMOGRAPHY. L Roininen, JMJ Huttunen, S Lasanen Inverse Problems & Imaging 8 (2), 2014 | 148 | 2014 |
Parameterizations for ensemble Kalman inversion NK Chada, MA Iglesias, L Roininen, AM Stuart Inverse Problems 34 (5), 055009, 2018 | 82 | 2018 |
Hyperpriors for Mat\'ern fields with applications in Bayesian inversion L Roininen, M Girolami, S Lasanen, M Markkanen arXiv preprint arXiv:1612.02989, 2016 | 73 | 2016 |
KAIRA: The Kilpisjärvi atmospheric imaging receiver array—System overview and first results D McKay-Bukowski, J Vierinen, II Virtanen, R Fallows, M Postila, T Ulich, ... IEEE Transactions on Geoscience and Remote Sensing 53 (3), 1440-1451, 2014 | 58 | 2014 |
Beacon satellite receiver for ionospheric tomography J Vierinen, J Norberg, MS Lehtinen, O Amm, L Roininen, A Vüününen, ... Radio Science 49 (12), 1141-1152, 2014 | 43 | 2014 |
Cauchy difference priors for edge-preserving Bayesian inversion M Markkanen, L Roininen, JMJ Huttunen, S Lasanen Journal of Inverse and Ill-posed Problems 27 (2), 225-240, 2019 | 39* | 2019 |
Ionospheric tomography in Bayesian framework with Gaussian Markov random field priors J Norberg, L Roininen, J Vierinen, O Amm, D McKay-Bukowski, ... Radio Science 50 (2), 138-152, 2015 | 38 | 2015 |
Posterior inference for sparse hierarchical non-stationary models K Monterrubio-Gómez, L Roininen, S Wade, T Damoulas, M Girolami Computational Statistics & Data Analysis 148, 106954, 2020 | 36 | 2020 |
Correlation priors L Roininen, MS Lehtinen, S Lasanen, M Orispää, M Markkanen Inverse problems and imaging 5 (1), 167-184, 2011 | 36 | 2011 |
Gaussian Markov random field priors in ionospheric 3-D multi-instrument tomography J Norberg, J Vierinen, L Roininen, M Orispää, K Kauristie, WC Rideout, ... IEEE Transactions on Geoscience and Remote Sensing 56 (12), 7009-7021, 2018 | 31 | 2018 |
Broadband meter‐wavelength observations of ionospheric scintillation RA Fallows, WA Coles, D McKay‐Bukowski, J Vierinen, II Virtanen, ... Journal of Geophysical Research: Space Physics 119 (12), 10,544-10,560, 2014 | 28 | 2014 |
Ionospheric electron density profiles inverted from a spectral riometer measurement A Kero, J Vierinen, D McKay‐Bukowski, CF Enell, M Sinor, L Roininen, ... Geophysical Research Letters 41 (15), 5370-5375, 2014 | 26 | 2014 |
Time‐varying ionosonde trend: Case study of Sodankylä hmF2 data 1957–2014 L Roininen, M Laine, T Ulich Journal of Geophysical Research: Space Physics 120 (8), 6851-6859, 2015 | 25 | 2015 |
Cauchy Markov random field priors for Bayesian inversion J Suuronen, NK Chada, L Roininen Statistics and computing 32 (2), 33, 2022 | 22 | 2022 |
Constructing continuous stationary covariances as limits of the second-order stochastic difference equations L Roininen, P Piiroinen, M Lehtinen Inverse problems and imaging 7 (2), 611-647, 2013 | 19 | 2013 |
Bayesian statistical ionospheric tomography improved by incorporating ionosonde measurements J Norberg, II Virtanen, L Roininen, J Vierinen, M Orispää, K Kauristie, ... Atmospheric Measurement Techniques 9 (4), 1859-1869, 2016 | 16 | 2016 |
Plasma parameter estimation from multistatic, multibeam incoherent scatter data II Virtanen, D McKay‐Bukowski, J Vierinen, A Aikio, R Fallows, L Roininen Journal of Geophysical Research: Space Physics 119 (12), 10,528-10,543, 2014 | 14 | 2014 |
Statistical inversion with Green’s priors S Lasanen, L Roininen Proceedings of the 5th International Conference on Inverse Problems in …, 2005 | 14 | 2005 |
Sparse approximations of fractional Matérn fields L Roininen, S Lasanen, M Orispää, S Särkkä Scandinavian Journal of Statistics 45 (1), 194-216, 2018 | 12 | 2018 |
Bayesian quantification for coherent anti-Stokes Raman scattering spectroscopy T Härkönen, L Roininen, MT Moores, EM Vartiainen The Journal of Physical Chemistry B 124 (32), 7005-7012, 2020 | 11 | 2020 |