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Rune Christiansen
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Earth system data cubes unravel global multivariate dynamics
MD Mahecha, F Gans, G Brandt, R Christiansen, SE Cornell, N Fomferra, ...
Earth System Dynamics 11 (1), 201-234, 2020
492020
The three major axes of terrestrial ecosystem function
M Migliavacca, T Musavi, MD Mahecha, JA Nelson, J Knauer, ...
Nature 598 (7881), 468-472, 2021
482021
A causal framework for distribution generalization
R Christiansen, N Pfister, ME Jakobsen, N Gnecco, J Peters
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI†…, 2021
29*2021
Nitrogen and phosphorus effect on sun-induced fluorescence and gross primary productivity in mediterranean grassland
D Martini, J Pacheco-Labrador, O Perez-Priego, C Van der Tol, ...
Remote sensing 11 (21), 2562, 2019
182019
Toward causal inference for spatio-temporal data: conflict and forest loss in colombia
R Christiansen, M Baumann, T Kuemmerle, MD Mahecha, J Peters
Journal of the American Statistical Association 117 (538), 591-601, 2022
142022
Switching regression models and causal inference in the presence of discrete latent variables
R Christiansen, J Peters
The Journal of Machine Learning Research 21 (1), 1528-1573, 2020
11*2020
Earth system data cubes unravel global multivariate dynamics, Earth Syst. Dynam., 11, 201–234
MD Mahecha, F Gans, G Brandt, R Christiansen, SE Cornell, N Fomferra, ...
52020
Causal Inference in the Presence of Latent Variables Structure Learning, Effect Estimation and Distribution Generalization
R Christiansen
2020
Statistical Inference in High-dimensional Regression Models with Applications in Genome-wide Association Studies
R Christiansen
Institut for Matametiske Fag, KÝbenhavns Universitet, 2017
2017
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Articles 1–9