Niels Richard Hansen

Niels Richard Hansen

Head of section, professor


  1. 2020
  2. 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 journalJournal articleResearchpeer-review

  3. 2019
  4. 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 journalJournal articleResearchpeer-review

  5. Published

    Causal structure learning for partially observed multivariate event processes

    Hansen, Niels Richard, 2019, Foundations and new horizons for causal inference. Meinshausen, N., Peters, J., Richardson, T. & Schölkopf, B. (eds.). Germany: Mathematisches Forschungsinstitut Oberwolfach, p. 21-23 (Oberwolfach Reports; No. 22, Vol. 2019).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearch

  6. 2018
  7. 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 journalJournal articleResearchpeer-review

  8. 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 journalJournal articleResearchpeer-review

  9. 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 proceedingArticle in proceedingsResearchpeer-review

  10. 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 journalJournal articleResearchpeer-review

  11. 2017
  12. Published

    Sparse Estimation in Ordinary Differential Equation Systems

    Mikkelsen, F. V. & Hansen, Niels Richard, 5 Jun 2017.

    Research output: Contribution to conferencePaperResearchpeer-review

  13. Published

    Sparse Maximin Aggregation of Neuronal Activity

    Mogensen, S. W., Lund, A. & Hansen, Niels Richard, 5 Jun 2017.

    Research output: Contribution to conferencePaperResearchpeer-review

  14. Published

    Hænger antallet af Nicolas Cage film sammen med drukning?

    Hansen, Niels Richard, 23 Feb 2017

    Research output: Other contributionNet publication - Internet publicationCommunication

  15. 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., 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 journalJournal articleResearchpeer-review

  16. 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 journalJournal articleResearchpeer-review

  17. 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 journalJournal articleResearchpeer-review

  18. 2016
  19. Published

    Survival prognosis and variable selection: A case study for metastatic castrate resistant prostate cancer patients

    Mogensen, S. W., Petersen, Anne H. , Buchardt, Ann-Sophie & Hansen, Niels Richard, 16 Nov 2016, In : F1000Research. 5, 2680.

    Research output: Contribution to journalJournal articleResearchpeer-review

  20. 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 journalComment/debateResearch

  21. Published

    Editorial

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

    Research output: Contribution to journalEditorialResearch

  22. 2015
  23. 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 journalJournal articleResearchpeer-review

  24. 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 journalJournal articleResearchpeer-review

  25. 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 journalJournal articleResearchpeer-review

  26. Published

    Regression with R

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

    Research output: Book/ReportBookEducation

  27. 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, L., Nielsen, Finn Cilius & Daugaard, Gedske, 2015, In : Molecular Oncology. 9, 1, p. 68-77

    Research output: Contribution to journalJournal articleResearchpeer-review

  28. 2014
  29. 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 journalJournal articleResearchpeer-review

  30. 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 journalJournal articleResearchpeer-review

  31. Published

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

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

    Research output: Contribution to journalJournal articleResearchpeer-review

  32. 2012
  33. Published

    Statistics with R

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

    Research output: Book/ReportBookEducation

  34. 2011
  35. Published

    Using measure changes to construct stochastic intensity point processes

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

    Research output: Contribution to conferencePosterResearch

  36. 2010
  37. Published
  38. Published
  39. 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 journalJournal articleResearchpeer-review

  40. 2009
  41. 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 journalJournal articleResearchpeer-review

  42. 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 journalJournal articleResearchpeer-review

  43. 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 journalJournal articleResearchpeer-review

  44. 2007
  45. 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 journalJournal articleResearchpeer-review

  46. 2006
  47. 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 paperResearch

  48. 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 journalJournal articleResearchpeer-review

  49. 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 journalJournal articleResearchpeer-review

  50. 2005
  51. 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 paperResearch

  52. 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 paperResearch

  53. 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 paperResearch

  54. 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 journalJournal articleResearchpeer-review

  55. 2004
  56. Published

    Bioinformatik - en statistisk disciplin

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

    Research output: Contribution to journalJournal articleCommunication

  57. 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 paperResearch

  58. 2003
  59. 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 journalJournal articleResearchpeer-review

  60. 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/ReportPh.D. thesisResearch

  61. 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 paperResearch

  62. 2002
  63. 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 journalJournal articleResearchpeer-review

  64. 2001
  65. 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 journalJournal articleResearchpeer-review

ID: 7337