Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values S Weichwald, ME Jakobsen, PB Mogensen, L Petersen, N Thams, ... NeurIPS 2019 Competition and Demonstration Track, 27-36, 2020 | 31 | 2020 |

Testing conditional independence via quantile regression based partial copulas L Petersen, NR Hansen Journal of Machine Learning Research 22 (70), 1-47, 2021 | 21 | 2021 |

Nonparametric conditional local independence testing AM Christgau, L Petersen, NR Hansen The Annals of Statistics 51 (5), 2116-2144, 2023 | 11 | 2023 |

Sparse learning in Gaussian chain graphs for state space models L Petersen International Conference on Probabilistic Graphical Models, 332-343, 2018 | 4 | 2018 |

THE ANNALS AM CHRISTGAU, L PETERSEN The Annals of Statistics 51 (5), 1895-2297, 2023 | | 2023 |

Nonparametric Conditional Local Independence Testing A Mangulad Christgau, L Petersen, NR Hansen arXiv e-prints, arXiv: 2203.13559, 2022 | | 2022 |

CAUSAL INFERENCE L Petersen | | 2021 |

Causel inference and machine learning L Petersen Department of Mathematical Sciences, University of Copenhagen, 2021 | | 2021 |

Sparse Learning in State Space Models L Petersen Department of Mathematical Sciences, University of Copenhagen, 2018 | | 2018 |

Bankruptcy Modelling S Pedersen, L Petersen, S Harmat, N Thams | | 2017 |