Jonas Martin Peters

Jonas Martin Peters

Professor

ORCID: 0000-0002-1487-7511

Publication year:
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1 - 8 out of 8Page size: 10
  1. 2021
  2. Published

    Causality in Cognitive Neuroscience: Concepts, Challenges, and Distributional Robustness

    Weichwald, Sebastian & Peters, Jonas Martin, Feb 2021, In: Journal of Cognitive Neuroscience. 33, 2, p. 226-247 22 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Published

    Anchor regression: Heterogeneous data meet causality

    Rothenhäusler, D., Meinshausen, N., Bühlmann, P. & Peters, Jonas Martin, 2021, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 83, 2, p. 215 - 246

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

    Causal discovery in heavy-tailed models

    Gnecco, N., Meinshausen, N., Peters, Jonas Martin & Engelke, S., 2021, In: Annals of Statistics. 49, 3, p. 1755-1778

    Research output: Contribution to journal › Journal article › Research › peer-review

  5. Published

    Foundations of structural causal models with cycles and latent variables

    Bongers, S., Forré, P., Peters, Jonas Martin & Mooij, J. M., 2021, In: Annals of Statistics. 49, 5, p. 2885-2915 31 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  6. Published

    Regularizing towards Causal Invariance: Linear Models with Proxies

    Oberst, M., Thams, Nikolaj Theodor Birkmose, Peters, Jonas Martin & Sontag, D., 2021, Proceedings of the 38th International Conference on Machine Learning (ICML). PMLR, p. 1-11 (Proceedings of Machine Learning Research, Vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. Published

    Stabilizing variable selection and regression

    Pfister, Niklas Andreas, Williams, E. G., Peters, Jonas Martin, Aebersold, R. & Bühlmann, P., 2021, In: Annals of Applied Statistics. 15, 3, p. 1220-1246

    Research output: Contribution to journal › Journal article › Research › peer-review

  8. Published

    The Raven's Hat: Fallen Pictures, Rising Sequences, and Other Mathematical Games

    Peters, Jonas Martin & Meinshausen, N., 2021, MIT Press. 192 p.

    Research output: Book/Report › Book › Communication

  9. Published

    The three major axes of terrestrial ecosystem function

    Migliavacca, M., Musavi, T., Mahecha, M. D., Nelson, J. A., Knauer, J., Baldocchi, D. D., Perez-Priego, O., Christiansen, R., Peters, Jonas Martin, Anderson, K., Bahn, M., Black, T. A., Blanken, P. D., Bonal, D., Buchmann, N., Caldararu, S., Carrara, A., Carvalhais, N., Cescatti, A., Chen, J., Cleverly, J., Cremonese, E., Desai, A. R., El-Madany, T. S., Farella, M. M., Fernández-Martínez, M., Filippa, G., Forkel, M., Galvagno, M., Gomarasca, U., Gough, C. M., Göckede, M., Ibrom, A., Ikawa, H., Janssens, I. A., Jung, M., Kattge, J., Keenan, T. F., Knohl, A., Kobayashi, H., Kraemer, G., Law, B. E., Liddell, M. J., Ma, X., Mammarella, I., Martini, D., Macfarlane, C., Matteucci, G., Montagnani, L., Pabon-Moreno, D. E., Panigada, C., Papale, D., Pendall, E., Penuelas, J., Phillips, R. P., Reich, P. B., Rossini, M., Rotenberg, E., Scott, R. L., Stahl, C., Weber, U., Wohlfahrt, G., Wolf, S., Wright, I. J., Yakir, D., Zaehle, S. & Reichstein, M., 2021, In: Nature. 598, 7881, p. 468-472

    Research output: Contribution to journal › Journal article › Research › peer-review

ID: 164527659