Publications 2011

• Amrein, M., Künsch H. R. (2011). Approximate variances for tapered spectral estimates. Signal Processing, Vol. 91, Iss. 11, 2685–2689.  Related R-Code.
• Amrein, M., Künsch, H. R. (2011). A Variant of Importance Splitting for Rare Event Estimation: Fixed Number of Successes. ACM Transactions on Modeling and Computer Simulation, Vol. 21, No. 2, Article No. 13.
• Bühlmann, P. (2011). Invited Discussion on "Adaptive confidence intervals for the test error in classification (E.B. Laber and S.A. Murphy)". Journal of the American Statistical Association 106, 916-918. PDF
• Bühlmann, P. (2011). Invited Discussion on "Regression shrinkage and selection via the Lasso: a retrospective (R. Tibshirani)". Journal of the Royal Statistical Society: Series B, 73, 277-279. PDF
• Bühlmann, P., van de Geer, S. (2011) Statistics for High-Dimensional Data: Methods,  Theory and Applications. Springer.
• Buller, F., Steiner, M., Frey, K., Mircsof, D., Scheuermann, J., Kalisch, M., Bühlmann, P., Supuran, C.T., Neri, D. (2011) Selection of carbonic anhydrase IX inhibitors from one million DNA-encoded compounds. ACS Chem. Biol., 6 (4), 336-344. (pdf)
• Chalabi Y., Mächler M., Würtz D. (2011). Rmetrics - timeDate Package.
  The R Journal, 3(1), 19-24. http://journal.r-project.org/archive/2011-1/RJournal_2011-1_Chalabi~et~al.pdf
  
• Fazli, S., M. Danóczy, Schelldorfer, J., Müller, K.-R. (2011). l_1-penalized linear mixed-effects models for high-dimensional data with application to BCI. NeuroImage. In Press. (doi:10.1016/j.neuroimage.2011.03.061)
• Fellinghauer, B., Roth, A., Bugari, K. and Reinhardt, J.D. (2011). Construct validity, test-retest reliability, and internal consistency of the Photo Elicitation Semantic Differential scale (PESD) in disability research. Journal of Developmental and Physical Disabilities 23(3):257-265.
  
• Frei, M. and Künsch, H. R. (2011). Mixture Ensemble Kalman Filters. Computational Statistics and Data Analysis, published online at http://www.sciencedirect.com/science/article/pii/S0167947311001423.
• Hebiri, M. and van de Geer, S. (2011). The smooth Lasso and other l1+l2 penalized methods. Electronic Journal of Statistics 5, 1184-1226.
• Hofert, M. and Maechler, M.  (2011). Nested archimedean copulas meet R: The nacopula package; Journal of Statistical Software 39(9), 1-20.
  
• Koller, M., Stahel,W. A., Sharpening Wald-type inference in robust regression for small samples, Computational Statistics & Data Analysis, Volume 55, Issue 8, 1 August 2011, Pages 2504-2515, ISSN 0167-9473.
• Künsch, H.R., Fischer, A.M., Weigel, A.P., Buser, C.M., Knutti, R., Liniger M.A., Schär, C. and Appenzeller C. (2011) Climate change projections for Switzerland based on a Bayesian multi-model approach. Int. J. Climatol., published online, DOI: 10.1002/joc.3396.
• Lounici, K., Pontil, M., van de Geer, S. and Tsybakov, A.B. (2011) Oracle inequalities and optimal inference under group sparsity. Annals of Statistics 39 2164-2204.
  
• Maathuis, M.H. and Hudgens, M.G.(2011), "Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times", Biometrika 98, 325-340. (arxiv:0909.4856v3, published version.
• Meinshausen, N., Maathuis, M.H. and Bühlmann, P. (2011). Optimality of the Westfall-Young permutation procedure for multiple testing under dependence. Annals of Statistics 39, 3369-3391. (arXiv:1106.2068v2, published version)
• Reinhardt, J.D., Mansmann, U., Fellinghauer, B., Strobl, R., Grill, E. and von Elm, E. and Stucki, G. (2011). Functioning and disability in people living with spinal cord injury in high- and low-resourced countries: a comparative analysis of 14 countries. International Journal of Public Health, 56(3):341-352.
  
• Schelldorfer, J., Bühlmann, P., van de Geer,S. (2011). Estimation of high-dimensional linear mixed effects models using L1-penalization. Scandinavian Journal of Statistics, Vol. 38, 197–214.
• Sigrist, F. and Stahel, W.A. (2011). Using the censored gamma distribution for modelling fractional response variables with an application to Loss Given Default. ASTIN Bulletin, Volume 41, Issue 2, Pages 673-710
  
• van de Geer, S., Bühlmann, P. and Zhou, S. (2011). The adaptive and the thresholded Lasso for potentially misspecified models. Electronic Journal of Statistics 5, 688-749. PDF
• van de Geer, S. (2011) Estimation: an Overview. In: International Encyclopedia of Statistical Sciences, Springer
• Wiegand, L; Twitchett, A; Schwierz, C; Knippertz, P (2011) Heavy Precipitation at the Alpine South Side and Saharan Dust over Central Europe: A Predictability Study Using TIGGE , WEATHER AND FORECASTING, 26, pp.957-974. doi:10.1175/WAF-D-10-05060.1
• Zhou, S., Rütimann, P., Xu, M. and Bühlmann, P. (2011). High-dimensional covariance estimation based on Gaussian graphical models. Journal of Machine Learning Research 12, 2975-3026.Abstract and PDF

Preprints

• Bühlmann, P., Rütimann, P. and Kalisch, M. (2011). Controlling false positive selections in high-dimensional regression and causal inference. To appear in Statistical Methods in Medical Research. PDF
• Lederer, J. and van de Geer, S. (2011).New Concentration Inequalities for Suprema of Empirical Processes, Probability (math.PR); Statistics Theory (math.ST) arxiv.org/abs/1111.3486
• Stekhoven, D.J. and Bühlmann, P. (2011). Causal Stability Ranking. Preprint.

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