Finn Lindgren

1. A Case Study Competition Among Methods for Analyzing Large Spatial Data
   2017/10/13 by Matthew J. Heaton, Heaton, Matthew J., Abhirup Datta +24 · 20 citations
   Environmental Science · Computer Science · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Data Management and Algorithms
2. Bayesian computing with INLA: new features
   2012/10/01 by Thiago G. Martins, Martins, Thiago G., Daniel Simpson +5 · 7 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Statistical Methods and Bayesian Inference
3. Spatial modelling with R-INLA: A review
   2018/02/18 by Haakon Bakka, Bakka, Haakon, Håvard Rue +13 · 8 citations
   Environmental Science · Economics, Econometrics and Finance · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Spatial and Panel Data Analysis
4. A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets
   2015/04/03 by Douglas Nychka, Soutir Bandyopadhyay, Dorit Hammerling +2 · 6 citations
5. A diffusion-based spatio-temporal extension of Gaussian Matérn fields
   2020/06/08 by Finn Lindgren, Lindgren, Finn, Haakon Bakka +7 · 6 citations
   Environmental Science · Earth and Planetary Sciences · #Soil Geostatistics and Mapping #Hydrology and Watershed Management Studies #Cryospheric studies and observations
6. Exploring a New Class of Non-stationary Spatial Gaussian Random Fields\n with Varying Local Anisotropy
   2013/04/25 by Geir‐Arne Fuglstad, Finn Lindgren, Fuglstad, Geir-Arne +5 · 4 citations
   Economics, Econometrics and Finance · Environmental Science · #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME) #Soil Geostatistics and Mapping #Spatial and Panel Data Analysis
7. Bayesian Adaptive Smoothing Spline using Stochastic Differential Equations
   2012/09/10 by Yue Yu, Daniel Simpson, Yue, Yu Ryan +5 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Estimation of a non-stationary model for annual precipitation in\n southern Norway using replicates of the spatial field
   2014/12/08 by Rikke Ingebrigtsen, Finn Lindgren, Ingebrigtsen, Rikke +5 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME) #Spatial and Panel Data Analysis #demographic modeling and climate adaptation
9. Multivariate Gaussian Random Fields Using Systems of Stochastic Partial Differential Equations
   2013/07/04 by Xiangping Hu, Hu, Xiangping, Daniel Simpson +4 · 1 citation
   Environmental Science · Physics and Astronomy · #Soil Geostatistics and Mapping #Scientific Research and Discoveries #Hydrology and Drought Analysis
10. A Data Fusion Model for Meteorological Data using the INLA-SPDE method
    2024/04/12 by Stephen Jun Villejo, Villejo, Stephen Jun, Sara Martino +5 · 1 citation
    Computer Science · #Advanced Computational Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences