Publications

(2020). Markov equivalence of marginalized local independence graphs. The Annals of Statistics, 48(1), 539–559.

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(2019). Sparse Network Estimation for Dynamical Spatio-temporal Array Models. Journal of Multivariate Analysis, 174, Article 104532.

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(2019). Computational Statistics with R. cswr.nrhstat.org.

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(2019). Causal structure learning for partially observed multivariate event processes. Oberwolfach Rep., 16, 1519-1521.

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(2018). Causal Learning for Partially Observed Stochastic Dynamical Systems. Proceedings of the 34th conference on Uncertainty in Artificial Intelligence, ID 142, 350-360.

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(2018). Degrees of Freedom for Piecewise Lipschitz Estimators. Annales de l’Institut Henri Poincaré (B) Probabilités et Statistiques, 54(2), 819-841.

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(2018). On Stein’s unbiased risk estimate for reduced rank estimators. Statistics & Probability Letters, 135, 76-82.

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(2018). FANCD2 binding identifies conserved fragile sites at large transcribed genes in avian cells. Nucleic Acids Research, 46(3), 1280–1294.

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(2017). Penalized estimation in large-scale generalized linear array models. Journal of Computational and Graphical Statistics, 26(3), 709-724.

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(2017). Sparse Maximin Aggregation of Neuronal Activity. Proceedings, SPARS 2017.

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(2017). Sparse Estimation in Ordinary Differential Equation Systems.. Proceedings, SPARS 2017.

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(2016). Survival prognosis and variable selection: A case study for metastatic castrate resistant prostate cancer patients. F1000Reseach 5:2680.

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(2015). Exponential Martingales and Changes of Measure for Counting Processes. Stochastic Analysis and Applications, 33(5), 823-843.

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(2015). Nonparametric likelihood based estimation of linear filters for point processes. Statistics and Computing, 25(3), 609-618.

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(2015). Lasso and probabilistic inequalities for multivariate point processes. Bernoulli, 21(1), 83-143.

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(2015). Development and validation of a microRNA based diagnostic assay for primary tumor site classification of liver core biopsies. Molecular Oncology, 9(1), 68-77.

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(2014). Degrees of freedom for nonlinear least squares estimation. arXiv:1402.2997.

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(2014). Causal interpretation of stochastic differential equations. Electron. J. Probab., 19(100), 1-24.

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(2014). Modeling tissue contamination to improve molecular identification of the primary tumor site of metastases. Bioinformatics, 30(10), 1417-1423.

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(2014). Sparse group lasso and high dimensional multinomial classification. Computational Statistics & Data Analysis, 71, 771-786.

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(2010). Multivariate Hawkes process models of the occurrence of regulatory elements. BMC Bioinformatics, 11:456.

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(2009). The maximum of a Lévy process reflected at a general barrier. Stochastic Processes and Their Applications, 119(7), 2336-2356.

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(2009). Statistical models for local occurrences of RNA-structures. Journal of Computational Biology, 16(6), 845-858.

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(2009). Distribution of CRISPR spacer matches in viruses and plasmids of crenarchaeal acidothermophiles and implications for their inhibitory mechanism. Biochemical Society Transactions, 37, 23-28.

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(2007). Asymptotics for Local Maximal Stack Scores with General Loop Penalty Function. Advances in Applied Probability, 39(3), 776-798.

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(2006). Local alignment of Markov chains. The Annals of Applied Probability, 16(3), 1262-1296.

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(2006). The maximum of a random walk reflected at a general barrier. The Annals of Applied Probability, 16(1), 15-29.

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(2005). The extremal behavior over regenerative cycles for Markov additive processes with heavy tails. Stochastic process. Appl., 115(4), 579-591.

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(2004). Bioinformatik - en statistisk disciplin. Matilde, 19, 7-8.

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(2003). Markov Controlled Excursions, Local Alignment and Structure. PhD thesis.

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(2003). Geometric ergodicity of discrete time approximations to multivariate diffusions. Bernoulli, 9(4), 725-743.

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(2002). Establishing geometric drift via the Laplace transform of symmetric measures. Statistics & Probability Letters, 60(3), 289-295.

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(2001). A useful strengthening of the Stone-Weierstrass theorem. The American Mathematical Monthly 108(7), 642-643.

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