Niels Richard Hansen

Niels Richard Hansen

Professor

ORCID: 0000-0003-3883-365X

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  1. 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. 1-12

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

  2. Published

    A Useful Strengthening of the Stone-Weierstrass Theorem

    Boel, S., Hansen, Niels Richard & Carlsen, T. M., 2001, In: American Mathematical Monthly. 108, p. 642-643

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

  3. Published

    Multivariate Hawkes process models of the occurrence of regulatory elements

    Carstensen, L., Sandelin, Albin Gustav, Winther, Ole & Hansen, Niels Richard, 2010, In: BMC Bioinformatics. 11, p. 456

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

  4. 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

  5. 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. 1799-1821

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

  6. 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, Ryan, C. J., Scher, H. I., Sartor, O., Xie, Y., Aittokallio, T., Zhou, F. L., Costello, J. C. & Prostate Cancer Challenge DREAM Community, P. C. C. D. C., Jan 2017, In: Lancet Oncology. 18, 1, p. 132-142 11 p.

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

  7. 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

  8. Published

    Statistical Models for Local Occurrences of RNA Structures

    Hansen, Niels Richard, 2009, In: Journal of Computational Biology. 16, 6, p. 845-858 14 p.

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

  9. 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

  10. Published

    Markov Controlled Excursions, Local Alignment and Structure. From Markov Additive Processes to Biological Sequence Analysis

    Hansen, Niels Richard, 2003, Københavns Universitet: H.C.Ø.-Tryk. 140 p.

    Research output: Book/Report › Ph.D. thesis › Research

  11. Published

    The maximum of a Lévy process reflected at a general barrier

    Hansen, Niels Richard, 2009, In: Stochastic Processes and Their Applications. 119, 7, p. 2336-2356 20 p.

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

  12. Published

    Regression with R

    Hansen, Niels Richard, Jan 2015, H.C.Ø.-Tryk. 104 p.

    Research output: Book/Report › Book › Education

  13. Published

    Nonparametric likelihood based estimation of linear filters for point processes

    Hansen, Niels Richard, May 2015, In: Statistics and Computing. 25, 3, p. 609-618

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

  14. Published

    The extremal behaviour over regenerative cycles for Markov additive processes with heavy tails

    Hansen, Niels Richard & Jensen, A. T., 2003, Københavns Universitet, p. 1-19.

    Research output: Working paper › Research

  15. Published

    Penalized maximum likelihood estimation for generalized linear point processes

    Hansen, Niels Richard, 3 Mar 2010.

    Research output: Working paper › Research

  16. Published

    Local Alignment of Markov Chains

    Hansen, Niels Richard, 2005, Department of Applied Mathematics and Statistics / University of Copenhagen, p. 1-35.

    Research output: Working paper › Research

  17. Published

    A note on Stochastic Context-Free Grammars, Termination and the EM-Algorithm

    Hansen, Niels Richard, 2005, Department of Mathematical Sciences / University of Copenhagen, p. 1-11.

    Research output: Working paper › Research

  18. Published

    Bioinformatik - en statistisk disciplin

    Hansen, Niels Richard, 2004, In: mat Matilde. 19, p. 7-8 2 p.

    Research output: Contribution to journal › Journal article › Communication

  19. 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

  20. Published

    Geometric ergodicity of discrete time approximations to multivariate diffusions

    Hansen, Niels Richard, 2003, In: Bernoulli. 9, 4, p. 725-743

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

  21. Published

    Local alignment of Markov chains

    Hansen, Niels Richard, 2006, In: The Annals of Applied Probability. 16, 3, p. 1262-1296

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

  22. Published

    Lasso and probabilistic inequalities for multivariate point processes

    Hansen, Niels Richard, Reynaud-Bouret, P. & Rivoirard, V., Feb 2015, In: Bernoulli. 21, 1, p. 83-143

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

  23. Published

    Hænger antallet af Nicolas Cage film sammen med drukning?

    Hansen, Niels Richard, 23 Feb 2017

    Research output: Other contribution › Net publication - Internet publication › Communication

  24. Published

    The extremal behaviour over regenerative cycles for Markov additive processes with heavy tails

    Hansen, Niels Richard & Jensen, A. T., 2005, In: Stochastic Processes and Their Applications. 115, 4, p. 579-591

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

  25. Published

    Establishing Geometric Drift via the Laplace Transform of Symmetric Measures

    Hansen, Niels Richard & Hansen, Ernst, 2002, In: Statistics & Probability Letters. 60, 3, p. 289-295

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

  26. Published

    Statistics with R

    Hansen, Niels Richard, 16 Nov 2012, H.C.Ø.-Tryk. 197 p.

    Research output: Book/Report › Compendium/lecture notes › Education

  27. Published

    Asymptotics for Local Maximal Stack Scores with General Loop Penelty Function

    Hansen, Niels Richard, 2006, Department of Applied Mathematics and Statistics / University of Copenhagen, p. 1-22.

    Research output: Working paper › Research

  28. Published

    Local Stacks in a Markov Chain

    Hansen, Niels Richard, 2005, Department of Applied Mathematics and Statistics / University of Copenhagen, p. 1-12.

    Research output: Working paper › Research

  29. 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

  30. 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

  31. Published

    Asymptotics for Local Maximal Stack Scores with General Loop Penalty

    Hansen, Niels Richard, 2007, In: Advances in Applied Probability. 39, 3, p. 776-798

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

  32. Published

    Probability Theory and Statistics: With a view towards the natural sciences

    Hansen, Niels Richard, Nov 2010

    Research output: Book/Report › Book › Education

  33. Published

    The Maximum of a Random Walk Reflected at a General Barrier

    Hansen, Niels Richard, 2006, In: Annals of Applied Probability. 16, 1, p. 15-29

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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

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