Robustness in LiNGAM

Author:

Raymaekers Jakob

Publisher

Springer Nature Switzerland

Reference20 articles.

1. Bühlmann, P., Peters, J., Ernest, J.: CAM: causal additive models, high-dimensional order search and penalized regression. Ann. Statist. 42(6), 2526–2556 (2014). https://doi.org/10.1214/14-AOS1260

2. Comon, P.: Independent component analysis, a new concept? Signal Process. 36(3), 287–314 (1994)

3. Gnecco, N., Meinshausen, N., Peters, J., Engelke, S.: causalXtreme: causal discovery in heavy-tailed models. R package version 0.0.0.9000 (2024)

4. Gretton, A., Bousquet, O., Smola, A., Schölkopf, B.: Measuring statistical dependence with hilbert-schmidt norms. In: International Conference on Algorithmic Learning Theory, pp. 63–77. Springer (2005)

5. Hoyer, P., Janzing, D., Mooij, J.M., Peters, J., Schölkopf, B.: Nonlinear causal discovery with additive noise models. In: Advances in Neural Information Processing Systems 21 (NIPS), pp. 689–696 (2009)

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