Publications 2010

• Bühlmann, P. (2010). Remembrance of Leo Breiman. Annals of Applied Statistics. 4:4, 1638-1641.
  
• Bühlmann, P., Kalisch, M. and Maathuis, M.H. (2010). Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm. Biometrika 97, 261-278.
• Bühlmann, P. and Hothorn, T. (2010). Twin Boosting: improved feature selection and prediction. Statistics and Computing 20, 119-138.
• Bühlmann, P. and Yu, B. (2010). Boosting. Wiley Interdisciplinary Reviews: Computational Statistics 2, 69-74.
• Buser, C.M., Künsch, H.R. and Weber, A. (2010). Biases and uncertainty in climate projections. Scand. J. Statist..
• Caesar, A.J., Caesar, T. and Maathuis, M.H. (2010). Pathogenicity, characterization and comparative virulence of Rhizoctonia spp. from insect-galled roots of Lepidium draba in Europe, Biological Control 52, 140-144.
• Dahinden, C., Kalisch, M. and Bühlmann, P. (2010). Decomposition and model selection for large contingency tables. Biometrical Journal 52, 233-252.
• Dahinden, C., Ingold, B., Wild, P., Boysen, G., Luu, V.-D., Montani, M., Kristiansen, G., Sulser, T., Bühlmann, P., Moch, H., Schraml, P. (2010). Mining tissue microarray data to uncover combinations of biomarker expression patterns that improve intermediate staging and grading of clear cell renal cell cancer. Clinical Cancer Research 16, 88-98.
• Duembgen, L., van de Geer, S., Veraar, M.C. and Wellner, J.A. (2010). Nemirovski's Inequalities Revisited. American Mathematical Monthly 117, 138-160.
• Fellinghauer, B., Reinhardt, J.D., Stucki, G. (2010). Towards an Epidemiology of
  Functioning. Research Issues in Physical and Rehabilitation Medicine. Pavia: Maugeri
  Foundation Books. Vol. 19; 53-67.
  
• Gerster, S., Qeli, E., Ahrens, C.H. and Bühlmann, P. (2010). Protein and gene model inference based on statistical modeling in k-partite graphs. PNAS 107(27): 12101-12106.
• Geyh, S., Fellinghauer, B., Kirchberger, I., Post, M.W.M.(2010). Cross-cultural validity of four quality of life scales in persons with spinal cord injury. Health and quality of life outcomes. Vol. 8, Start Page 94.
• Hothorn, T., Bühlmann, P., Kneib, T., Schmid M. and Hofner, B. (2010). Model-based boosting 2.0. Journal of Machine Learning Research 11, 2109-2113.
• Kalisch, M., Fellinghauer, B.A.G., Grill, E., Maathuis, M.H., Mansmann, U., Bühlmann, P. and Stucki, G. (2010). Understanding human functioning using graphical models. BMC Medical Research Methodology 10:14, 1-10.
• Mäder, Jörg A.; Staehelin, Johannes; Peter, Thomas; Brunner, D.; Rieder, H.E.; Stahel, W.A. (2010). Evidence for the effectiveness of the Montreal Protocol to protect the ozone layer. Atmospheric chemistry and physics 10:24, 12161-12171.
  
• Maathuis, M.H., Colombo, D., Kalisch, M. and Bühlmann, P. (2010). Predicting causal effects in large-scale systems from observational data. Nature Methods 7, 247-248.
• Martius, O., Schwierz, C. and Davies, H.C. (2010). Tropopause-Level Waveguides, J. Atm. Sci., in print.
• Meinshausen, N. and Bühlmann, P. (2010). Stability selection (with discussion). Journal of the Royal Statistical Society: Series B, 72, 417-473.
• Rao, S. and Zhou, S. (2010). Edge Disjoint Paths in Moderately Connected Graphs. SIAM Journal on Computing, Vol.39, No.5, Pages: 1856-1887.
• Reinhardt, J.D., Fellinghauer, B., Strobl, R., Stucki, G.(2010). Dimension reduction in human functioning and disability outcomes research. Disability & rehabilitation. Vol. 32:12, 1000-1010.
• Reinhardt, J.D., Ballert, C.S., Fellinghauer, B., Lötscher, A., Gradinger, F., Hilfiker, R., Graf, S., Stucki, G. (2010). Visual perception and appraisal of persons with impairments: a randomised controlled field experiment using photo elicitation. Disability & rehabilitation.
• Reinhardt, J. D., Mansmann, U., Fellinghauer, B., Strobl, R., Grill, E., Elm, E. von, Stucki,G. (2010). Functioning and disability in people living with spinal cord injury in high- and low-resourced countries. International journal of public health. 
• Schlemmer, L., Martius, O., Sprenger, M., Schwierz, C. and Twitchett, A. (2010) Disentangling the forcing mechanisms of heavy precipitation events along the Alpine south side using potential vorticity inversion, Mon. Wea. Rev., in print.
• Städler, N., Bühlmann, P., van de Geer, S. (2010). l1-penalization for mixture regression models (with discussion). Test 19, 209-285.
• Städler, N., Bühlmann, P., van de Geer, S. (2010). Rejoinder: #1-penalization for mixture regression models. Test Vol. 19:2, 280-285
  
• Wasserman, L. and Zhou, S. (2010). A Statistical Framework for Differential Privacy. Journal of the American Statistical Association, Vol. 105,
  No. 489: 375--389; appeared as a featured JASA article
• Wöhrnschimmel, H.; Magana, M.; Stahel, W.A.; Blanco, S.; Acuna, S.; Perez, J.M.; Gonzalez, S.; Gutierrez, V.; Wakamatsu, S.; Cardenas, B.(2010). Measurements and receptor modeling of volatile organic compounds in south-eastern Mexico City. Atmospheric chemistry and physics 10:18, 9027-9037
  
• Zhou, S., Lafferty, J. and Wasserman, L. (2010). Time Varying Undirected Graphs. In Machine Learning Journal 2010 (invited), special issue for COLT 2008.

Preprints

• Maathuis, M.H. and Hudgens, M.G. (2010). Nonparametric inference for competing risks current status data with continuous, discrete or grouped observation times. (arxiv:0909.4856v1)
• Schelldorfer, J. and Bühlmann, P. (2010). Estimation for high-dimensional linear mixed-effects models using L1-penalization. Preprint arXiv:1002.3784v1
• Städler, N. and Bühlmann, P. (2010). Pattern alternating maximization algorithm for high-dimensional missing data. Preprint arXiv:1005.0366v1
• van de Geer, S., Bühlmann, P. and Zhou, S. (2010). Prediction and variable selection with the adaptive Lasso. Preprint arXiv:1001.5176v1
• Zhou, S. (2010). Thresholded Lasso for High Dimensional Variable Selection and Statistical Estimation. Preprint arXiv 1002.1583

Proceedings and contributions to books

• Bühlmann, P. (2010). Bagging, boosting and ensemble methods (2nd edition). To appear in Handbook of Computational Statistics: Concepts and Methods, 2nd edition (eds. Gentle, J., Härdle, W. and Mori, Y.). Springer.
• van de Geer, S.A. (2010). l1-regularization in high-dimensional statistical models. Proceedings International Congress of Mathematicians.
• van de Geer, S.A. (2010). Estimation: an overview. International Encyclopedia of Statistical Science, Springer.
• van de Geer, S.A. (2010). The Lasso with within group structure. IMS Collections: Festschrift for Jana Jurecková.

Technical reports

• Hebiri, M. and van de Geer, S.A. (2010). The smooth Lasso and other l1+l2-penalized methods. arXiv:1003.4885 (in revision for Electronic Journal of Statistics)
• Lounici, K., Pontil, M., van de Geer, S. and Tsybakov, A.B. (2010). Oracle inequalities and optimal inference under group sparsity, arXiv:1007.1771
• van de Geer, S.A., Bühlmann, P. and Zhou, S. (2010). The adaptive and the thresholded Lasso for potentially misspecified models. arXiv:1001.5176