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
- Published
Local Independence Testing for Point Processes
Thams, Nikolaj Theodor Birkmose & Hansen, Niels Richard, 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 4, p. 4902-4910Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- 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
- 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
- 2022
- 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
- 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
- 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
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
- 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
- 2018
- 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
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
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
- 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
Hænger antallet af Nicolas Cage film sammen med drukning?
Hansen, Niels Richard, 23 Feb 2017Research output: Other contribution › Net publication - Internet publication › Communication
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
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
- 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
- 2016
- 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
- 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
- 2015
- 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. 823-843Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Nonparametric likelihood based estimation of linear filters for point processes
Hansen, Niels Richard, May 2015, In: Statistics and Computing. 25, 3, p. 609-618Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Lasso and probabilistic inequalities for multivariate point processes
Hansen, Niels Richard, Reynaud-Bouret, P. & Rivoirard, V., Feb 2015, In: Bernoulli. 21, 1, p. 83-143Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Regression with R
Hansen, Niels Richard, Jan 2015, H.C.Ø.-Tryk. 104 p.Research output: Book/Report › Book › Education
- 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. 68-77Research output: Contribution to journal › Journal article › Research › peer-review
- 2014
- 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
- 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
- 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. 1417-1423Research output: Contribution to journal › Journal article › Research › peer-review
- 2012
- Published
Statistics with R
Hansen, Niels Richard, 16 Nov 2012, H.C.Ø.-Tryk. 197 p.Research output: Book/Report › Compendium/lecture notes › Education
- 2011
- 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
- 2010
- Published
Probability Theory and Statistics: With a view towards the natural sciences
Hansen, Niels Richard, Nov 2010Research output: Book/Report › Book › Education
- Published
Penalized maximum likelihood estimation for generalized linear point processes
Hansen, Niels Richard, 3 Mar 2010.Research output: Working paper › Research
- 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. 456Research output: Contribution to journal › Journal article › Research › peer-review
- 2009
- 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
- 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
- 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
- 2007
- Published
Asymptotics for Local Maximal Stack Scores with General Loop Penalty
Hansen, Niels Richard, 2007, In: Advances in Applied Probability. 39, 3, p. 776-798Research output: Contribution to journal › Journal article › Research › peer-review
- 2006
- 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
- Published
Local alignment of Markov chains
Hansen, Niels Richard, 2006, In: The Annals of Applied Probability. 16, 3, p. 1262-1296Research output: Contribution to journal › Journal article › Research › peer-review
- Published
The Maximum of a Random Walk Reflected at a General Barrier
Hansen, Niels Richard, 2006, In: Annals of Applied Probability. 16, 1, p. 15-29Research output: Contribution to journal › Journal article › Research › peer-review
- 2005
- 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
- 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
- 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
- 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. 579-591Research output: Contribution to journal › Journal article › Research › peer-review
- 2004
- 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
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
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