Niels Richard Hansen

Niels Richard Hansen

Professor

ORCID: 0000-0003-3883-365X

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  1. Published

    Modeling tissue contamination to improve molecular identification of the primary tumor site of metastases

    Vincent, M., Perell, K., Nielsen, Finn Cilius, Daugaard, G. & Hansen, Niels Richard, 2014, In: Bioinformatics. 30, 10, p. 1417-1423

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

  2. Published

    Sparse group lasso and high dimensional multinomial classification

    Vincent, M. & Hansen, Niels Richard, 1 Mar 2014, In: Computational Statistics & Data Analysis. 71, p. 771-786 16 p.

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

  3. 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

  4. 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

  5. Published

    Causal interpretation of stochastic differential equations

    Sokol, A. & Hansen, Niels Richard, 26 Oct 2014, In: Electronic Journal of Probability. 19, p. 1-24 100.

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

  6. Published

    Using measure changes to construct stochastic intensity point processes

    Sokol, A. & Hansen, Niels Richard, 2011. 1 p.

    Research output: Contribution to conference › Poster › Research

  7. Published

    Exponential Martingales and Changes of Measure for Counting Processes

    Sokol, A. & Hansen, Niels Richard, 3 Sep 2015, In: Stochastic Analysis and Applications. 33, 5, p. 823-843

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

  8. Published

    Distribution of CRISPR spacer matches in viruses and plasmids of crenarchaeal acidothermophiles and implications for their inhibitory mechanism

    Shah, S. A., Hansen, Niels Richard & Garrett, Roger Antony, 2009, In: Biochemical Society Transactions. 37, Pt 1, p. 23-8 5 p.

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

  9. 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. 1-15

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

  10. Published

    Testing Conditional Independence via Quantile Regression Based Partial Copulas

    Petersen, L. & Hansen, Niels Richard, 2021, In: Journal of Machine Learning Research. 22, p. 1-47

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

  11. Published

    Development and validation of a microRNA based diagnostic assay for primary tumor site classification of liver core biopsies

    Perell, K., Vincent, M., Vainer, B., Petersen, B. L., Federspiel, B., Møller, A. K., Madsen, M., Hansen, Niels Richard, Friis-Hansen, Lennart Jan, Nielsen, Finn Cilius & Daugaard, G., 2015, In: Molecular Oncology. 9, 1, p. 68-77

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

  12. 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

  13. 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

  14. Published

    Graphical modeling of stochastic processes driven by correlated noise

    Mogensen, S. W. & Hansen, Niels Richard, 2022, In: Bernoulli. 28, 4, p. 3028-3050

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

  15. 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

  16. 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

  17. Published

    Markov equivalence of marginalized local independence graphs

    Mogensen, S. W. & Hansen, Niels Richard, Feb 2020, In: Annals of Statistics. 48, 1, p. 539-559

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

  18. 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

  19. 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

  20. Published

    Soft maximin estimation for heterogeneous data

    Lund, A., Wengel Mogensen, S. & Hansen, Niels Richard, 2022, In: Scandinavian Journal of Statistics. 49, 4, p. 1761-1790

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

  21. 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

  22. 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

  23. 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

  24. Published

    Editorial

    Hansen, Niels Richard & Dalgaard, P., 1 Mar 2016, In: Scandinavian Journal of Statistics. 43, 1, p. 1-2

    Research output: Contribution to journal › Editorial › Research

  25. Published

    The Maximum of a Random Walk Reflected at a General Barrier

    Hansen, Niels Richard, 2004, Afdeling for Anvendt Matematik og Statistik, p. 1-14.

    Research output: Working paper › Research

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