Niels Richard Hansen

Niels Richard Hansen

Professor


  1. 2024
  2. 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 journalJournal articleResearchpeer-review

  3. 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 journalJournal articleResearchpeer-review

  4. 2023
  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 journalJournal articleResearchpeer-review

  6. 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 journalJournal articleResearchpeer-review

  7. 2022
  8. 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 journalJournal articleResearchpeer-review

  9. 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 journalJournal articleResearchpeer-review

  10. 2021
  11. 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 journalJournal articleResearchpeer-review

  12. 2020
  13. 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

  14. 2019
  15. 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

  16. 2018
  17. 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

  18. 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

  19. 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

  20. 2017
  21. 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 journalJournal articleResearchpeer-review

  22. 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

  23. 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

  24. 2016
  25. 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 journalJournal articleResearchpeer-review

  26. 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

  27. 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

  28. 2015
  29. 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

  30. 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

  31. 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

  32. 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 journalJournal articleResearchpeer-review

  33. 2014
  34. 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

  35. 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

  36. 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 journalJournal articleResearchpeer-review

  37. 2010
  38. 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

  39. 2009
  40. 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

  41. 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

  42. 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

  43. 2007
  44. 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

  45. 2006
  46. 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

  47. 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

  48. 2005
  49. 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

  50. 2003
  51. 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

  52. 2002
  53. 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

  54. 2001
  55. 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