Associate Professor of statistics at Department of Mathematical Sciences at Aalborg University.
Interests
- Applied and computational statistics.
- Graphical models and graphical models in R.
- Models for repeated measurements and for on-line data
News
2024: Lindskou, M. and Tvedebrink, T and Eriksen, P. S, and Højsgaard, S. and Morling, N. (2024) jti and sparta: Time and Space Efficient Packages for Model-Based Prediction in Large Bayesian Networks. Journal of Statistical Software vol 111, no 2, 2024 https://www.jstatsoft.org/article/view/v111i02
2024: Højsgaard, S., and Lauritzen, S: On some algorithms for estimation in Gaussian graphical models. Biometrika, vol 111, Issue 4, pages 1201-1219. https://doi.org/10.1093/biomet/asae028
2023: Andersen, M. and Højsgaard, S. (2023): Computer Algebra in R Bridges a Gap Between Mathematics and Data in the Teaching of Statistics and Data Science. R Journal vol. 15, no. 4, 2023. https://journal.r-project.org/articles/RJ-2023-090/ Download pdf here
2023: Cheat sheet for the
caracaspackage for computer algebra and symbolic mathematics in R.2023: Computer Algebra Systems in R. COMPSTAT, London, UK [pdf (presentation)] pdf (presentation).
Books
Contact information:
- Søren Højsgaard, Department of Mathematical Sciences, Thomas Manns Vej 23, 3rd floor, 9220 Aalborg Øst, Denmark.
- Email: sorenh [at] math.aau.dk; Phone: +45 9940 8801