Niels Richard Hansen
Professor
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
- 2024
- E-pub ahead of print
Forecasting, interventions and selection: the benefits of a causal mortality model
Jallbjørn, Snorre, Jarner, S. F. & Hansen, Niels Richard, 2024, (E-pub ahead of print) In: European Actuarial Journal.Research output: Contribution to journal › Journal article › Research › peer-review
- E-pub ahead of print
Local Independence Testing for Point Processes
Thams, Nikolaj Theodor Birkmose & Hansen, Niels Richard, 2024, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-12 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- Published
Nonparametric conditional local independence testing
Christgau, Alexander Mangulad, Petersen, L. & Hansen, Niels Richard, 2023, In: Annals of Statistics. 51, 5, p. 2116-2144 29 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Identifiability in Continuous Lyapunov Models
Dettling, P., Homs, R., Amendola, C., Drton, M. & Hansen, Niels Richard, 2023, In: SIAM Journal on Matrix Analysis and Applications. 44, 4, p. 1799-1821Research output: Contribution to journal › Journal article › Research › peer-review
- 2022
- Published
Soft maximin estimation for heterogeneous data
Lund, A., Wengel Mogensen, S. & Hansen, Niels Richard, 2022, In: Scandinavian Journal of Statistics. 49, 4, p. 1761-1790Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Graphical modeling of stochastic processes driven by correlated noise
Mogensen, S. W. & Hansen, Niels Richard, 2022, In: Bernoulli. 28, 4, p. 3028-3050Research output: Contribution to journal › Journal article › Research › peer-review
- 2021
- Published
Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases
Adams, Jeffrey Glenn, Hansen, Niels Richard & Zhang, K., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, p. 1-12Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
Testing Conditional Independence via Quantile Regression Based Partial Copulas
Petersen, L. & Hansen, Niels Richard, 2021, In: Journal of Machine Learning Research. 22, p. 1-47Research output: Contribution to journal › Journal article › Research › peer-review
- 2020
- Published
Markov equivalence of marginalized local independence graphs
Mogensen, S. W. & Hansen, Niels Richard, Feb 2020, In: Annals of Statistics. 48, 1, p. 539-559Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Graphical continuous Lyapunov models
Varando, G. & Hansen, Niels Richard, 2020, Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAII). Peters, J. & Sontag, D. (eds.). PMLR, p. 989-998 (Proceedings of Machine Learning Research, Vol. 124).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2019
- Published
Causal structure learning for partially observed multivariate event processes
Hansen, Niels Richard, Mogensen, S. W. & Malinsky, D., 2019, Foundations and new horizons for causal inference. Meinshausen, N., Peters, J., Richardson, T. & Schölkopf, B. (eds.). Mathematisches Forschungsinstitut Oberwolfach, p. 1519-1521 (Oberwolfach Reports; No. 25, Vol. 2019).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
- Published
Sparse network estimation for dynamical spatio-temporal array models
Lund, A. & Hansen, Niels Richard, 1 Nov 2019, In: Journal of Multivariate Analysis. 174, 16 p., 104532.Research output: Contribution to journal › Journal article › Research › peer-review
- 2018
- Published
On Stein's unbiased risk estimate for reduced rank estimators
Hansen, Niels Richard, 1 Apr 2018, In: Statistics and Probability Letters. 135, p. 76-82 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Degrees of freedom for piecewise Lipschitz estimators
Mikkelsen, F. R. & Hansen, Niels Richard, 1 May 2018, In: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques. 54, 2, p. 819-841 23 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Causal learning for partially observed stochastic dynamical systems
Mogensen, S. W., Malinsky, D. & Hansen, Niels Richard, 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Globerson, A., Globerson, A. & Silva, R. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 1. p. 350-360 11 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- Published
FANCD2 binding identifies conserved fragile sites at large transcribed genes in avian cells
Pentzold, C., Shah, S. A., Hansen, Niels Richard, Le Tallec, B., Seguin-Orlando, A., Debatisse, M., Lisby, Michael & Østergaard, Vibe Hallundbæk, 2018, In: Nucleic Acids Research. 46, 3, p. 1280-1294 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2017
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data
Guinney, J., Wang, T., Laajala, T. D., Winner, K. K., Bare, J. C., Neto, E. C., Khan, S. A., Peddinti, G., Airola, A., Pahikkala, T., Mirtti, T., Yu, T., Bot, B. M., Shen, L., Abdallah, K., Norman, T., Friend, S., Stolovitzky, G., Soule, H., Sweeney, C. J. & 8 others, , Jan 2017, In: Lancet Oncology. 18, 1, p. 132-142 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Hænger antallet af Nicolas Cage film sammen med drukning?
Hansen, Niels Richard, 23 Feb 2017Research output: Other contribution › Net publication - Internet publication › Communication
- Published
Penalized Estimation in Large-Scale Generalized Linear Array Models
Lund, A., Vincent, M. & Hansen, Niels Richard, 2017, In: Journal of Computational and Graphical Statistics. 26, 3, p. 709-724 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Sparse Estimation in Ordinary Differential Equation Systems
Mikkelsen, F. V. & Hansen, Niels Richard, 5 Jun 2017.Research output: Contribution to conference › Paper › Research › peer-review
- Published
Sparse Maximin Aggregation of Neuronal Activity
Mogensen, S. W., Lund, A. & Hansen, Niels Richard, 5 Jun 2017.Research output: Contribution to conference › Paper › Research › peer-review
- Published
A DREAM challenge to build prediction models for short-term discontinuation of docetaxel in metastatic castration- resistant prostate cancer
Prostate Cancer DREAM Challenge Community, P. C. D. C. C., 2017, In: JCO clinical cancer informatics. 2017, 1, p. 1-15Research output: Contribution to journal › Journal article › Research › peer-review
- 2016
- Published
Discussion on the paper by Peters, Bühlmann and Meinshausen: [in: Causal inference by using invariant prediction:identification and confidence intervals. - J. R. Statist. Soc. B (2016)78,Part 5, pp. 947–1012]
Hansen, Niels Richard, 11 Oct 2016, In: Journal of the Royal Statistical Society. Series B: Methodological. 78, 5, p. 1000-1000 1 p.Research output: Contribution to journal › Comment/debate › Research
- Published
Editorial
Hansen, Niels Richard & Dalgaard, P., 1 Mar 2016, In: Scandinavian Journal of Statistics. 43, 1, p. 1-2Research output: Contribution to journal › Editorial › Research
- Published
Survival prognosis and variable selection: A case study for metastatic castrate resistant prostate cancer patients
Mogensen, S. W., Petersen, Anne Helby, Buchardt, A. & Hansen, Niels Richard, 16 Nov 2016, In: F1000Research. 5, 2680.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 7337
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Multivariate Hawkes process models of the occurrence of regulatory elements
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Sparse group lasso and high dimensional multinomial classification
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FANCD2 binding identifies conserved fragile sites at large transcribed genes in avian cells
Research output: Contribution to journal › Journal article › Research › peer-review
Published