Johan Lindström

Johan Lindström

Senior lecturer

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Personal profile


My research focuses on the statistical methods for spatial data with a focus on climate and environmental applications. Most of the work uses Gaussian Markov Random Fields as components of Bayesian hierarchical models often using MCMC, EM or INLA for estimation. My main intradisciplinary focus is on computational methods for large models and datasets.

UKÄ subject classification

  • Probability Theory and Statistics
  • Climate Research
  • Environmental Sciences

Free keywords

  • Spatial statistics
  • Gaussian Markov Random Fields
  • Simulation based inference
  • Computational statistics
  • Bayesian hierarchical models
  • Numerical linear algebra


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