Dümbgen, Lutz

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2016

Dümbgen, Lutz; Nordhausen, Klaus; Schuhmacher, Heike (2016). New Algorithms for M-Estimation of Multivariate Scatter and Location. Journal of multivariate analysis, 144, pp. 200-217. Elsevier 10.1016/j.jmva.2015.11.009

Dümbgen, Lutz; Wellner, Jon A.; Wolff, Malcolm (2016). A law of the iterated logarithm for Grenander's estimator. Stochastic processes and their applications, 126(12), pp. 3854-3864. Elsevier 10.1016/j.spa.2016.04.012

Dümbgen, Lutz (2016). (Ab)Using Regression for Data Adjustment (Technical report 78). Bern: IMSV, University of Bern

Dümbgen, Lutz; Kolesnyk, Petro; Wilke, Ralf A. (2016). Bi-log-concave distribution functions. Journal of statistical planning and inference, 184, pp. 1-17. Elsevier 10.1016/j.jspi.2016.10.005

2015

Künzi, Lisa; Krapf, Manuel; Daher, Nancy; Dommen, Josef; Jeannet, Natalie; Schneider, Sarah; Platt, Stephen; Slowik, Jay G.; Baumlin, Nathalie; Salathe, Matthias; Prévôt, André S. H.; Kalberer, Markus; Strähl, Christof; Dümbgen, Lutz; Sioutas, Constantinos; Baltensperger, Urs; Geiser, Marianne (2015). Toxicity of aged gasoline exhaust particles to normal and diseased airway epithelia. Scientific Reports, 5(11801), p. 11801. Nature Publishing Group 10.1038/srep11801

Stettler, Karin; Li, Xiaoming; Sandrock, Björn; Braga, Sophie Marie-Pierre; Heller, Manfred; Dümbgen, Lutz; Suter, Beat (2015). A Drosophila XPD model links cell cycle coordination with neuro-development and suggests links to cancer. Disease models & mechanisms, 8(1), pp. 81-91. Company of Biologists Ltd. 10.1242/dmm.016907

Dümbgen, Lutz; Leuenberger, Christoph (2015). Explicit Error Bounds via Total Variation. In: Miller, Steven J. (ed.) Benford's Law: Theory and Applications (pp. 117-132). Princeton University Press

Dümbgen, Lutz; Pauly, M.; Schweizer, Thomas (2015). M-Functionals of Multivariate Scatter. Statistics Surveys, 9, pp. 32-105. 10.1214/15-SS109

Dümbgen, Lutz (2015). Einführung in die Statistik [Textbook] . Mathematik kompakt. Basel: Birkhäuser 10.1007/978-3-0348-0004-4

2014

Dümbgen, Lutz; Rufibach, Kaspar; Schuhmacher, Dominic (2014). Maximum-Likelihood Estimation of a Log-Concave Density based on Censored Data. Electronic journal of statistics, 8(1), pp. 1405-1437. Institute of Mathematical Statistics 10.1214/14-EJS930

Pescatore, Anina M.; Dogaru, Cristian M.; Dümbgen, Lutz; Silverman, Michael; Gaillard, Erol A.; Spycher, Ben D.; Kuehni, Claudia E. (2014). A simple asthma prediction tool for preschool children with wheeze or cough. Journal of allergy and clinical immunology, 133(1), 111-118.e13. Mosby 10.1016/j.jaci.2013.06.002

2013

Schmidt-Hieber, Johannes; Munk, Axel; Dümbgen, Lutz (2013). Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features. Annals of statistics, 41(3), pp. 1299-1328. Institute of Mathematical Statistics 10.1214/13-AOS1089

Rohde, Angelika; Dümbgen, Lutz (2013). Statistical inference for the optimal approximating model. Probability Theory and Related Fields, 155(3-4), pp. 839-865. Springer 10.1007/s00440-012-0414-7

Dümbgen, Lutz; Del Conte-Zerial, Perla (1 March 2013). On low-dimensional projections of high-dimensional distributions. In: From Probability to Statistics and Back: High-Dimensional Models and Processes. A Festschrift in Honor of Jon Wellner. IMS Collections: Vol. 9 (pp. 91-104). Hayward, California: Institute of Mathematical Statistics 10.1214/12-IMSCOLL908

Dümbgen, Lutz; Samworth, Richard J.; Schuhmacher, Dominic (1 March 2013). Stochastic search for semiparametric linear regression models. In: From Probability to Statistics and Back: High-Dimensional Models and Processes. A Festschrift in Honor of Jon Wellner. IMS Collections: Vol. 9 (pp. 78-90). Hayward, California: Institute of Mathematical Statistics 10.1214/12-IMSCOLL907

Dümbgen, Lutz; Schweizer, Thomas; Pauly, Markus (2013). M-Functionals of Multivariate Scatter Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Ziaian, Dammon; Zimmermann, Stefan; Dümbgen, Lutz; Berggreen, Astrid E; Grossherr, Martin; Gehring, Hartmut; Hengstenberg, Andreas (2013). An analysis of variance type method to describe and compare steady states in clinical data. In: The 4th International Conference on E-Health and Bioengineering - EHB 2013 (pp. 1-4). IEEE 10.1109/EHB.2013.6707416

2012

Winkler, R.; Landais, A.; Sodemann, H.; Dümbgen, L.; Prié, F.; Masson-Delmotte, V.; Stenni, B.; Jouzel, J. (2012). Deglaciation records of 17O-excess in East Antarctica: reliable reconstruction of oceanic normalized relative humidity from coastal sites. Climate of the past, 8(1), pp. 1-16. Göttingen: Copernicus Publications 10.5194/cp-8-1-2012

2011

Dümbgen, Lutz; Rufibach, Kaspar (2011). logcondens: Computations Related to Univariate Log-Concave Density estimation. Journal of statistical software, 39(6) Los Angeles, Calif.: UCLA Statistics 10.18637/jss.v039.i06

Dümbgen, Lutz; Samworth, Richard; Schuhmacher, Dominic (2011). Approximation by Log-Concave Distributions, with Applications to Regression. Annals of statistics, 39(2), pp. 702-730. Cleveland, Ohio: Institute of Mathematical Statistics 10.1214/10-AOS853

Schuhmacher, Dominic; Hüsler, André; Dümbgen, Lutz (2011). Multivariate Log-Concave Distributions as a Nearly Parametric Model. Statistics & risk modeling, 28(3), pp. 277-295. Berlin: De Gruyter 10.1524/stnd.2011.1073

Winkler, R.; Landais, A.; Sodemann, H.; Dümbgen, L.; Prié, F.; Masson-Delmotte, V.; Stenni, B.; Jouzel, J. (2011). Deglaciation records of 17O-excess in East Antarctica: reliable reconstruction of oceanic relative humidity from coastal sites. Climate of the past, 7(3), pp. 1845-1886. Göttingen: Copernicus Publications 10.5194/cpd-7-1845-2011

2010

Dümbgen, Lutz; Van de Geer, Sara; Wellner, Jon A (2010). Nemirovski's Inequalities Revisited. American mathematical monthly, 117(2), pp. 138-160. Washington, D.C.: Mathematical Assoc. of America 10.4169/000298910X476059

Meer, Andreas; Gwerder, Thomas; Duembgen, Lutz; Zumbrunnen, Niki; Zimmermann, Heinz (2010). Is computer-assisted telephone triage safe? A prospective surveillance study in walk-in patients with non-life-threatening medical conditions. Emergency medicine journal, 29(2), pp. 124-128. London: BMJ Publishing Group 10.1136/emj.2009.080614

Dümbgen, Lutz (2010). Biometrie. Studienbücher Medizinische Informatik. Studium. Wiesbaden: Vieweg & Teubner

Beran, Rudolf; Dümbgen, Lutz (2010). Least Squares and Shrinkage Estimation under Bimonotonicity Constraints. Statistics and computing, 20(2), pp. 177-189. New York, N.Y.: Springer 10.1007/s11222-009-9124-0

Schuhmacher, Dominic; Dümbgen, Lutz (2010). Consistency of Multivariate Log-Concave Density Estimators. Statistics & probability letters, 80(5-6), pp. 376-380. Amsterdam: North-Holland 10.1016/j.spl.2009.11.013

Dümbgen, Lutz; Samworth, Richard; Schuhmacher, Dominic (2010). Approximation by Log-Concave Distributions with Applications to Regression Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Dümbgen, Lutz (2010). Bounding Standard Gaussian Tail Probabilities (Technical Report / University of Bern Institute of Mathematical Statistics and Actuarial Science 76). University of Bern

Spycher, Ben Daniel (2010). Analysis of Phenotypic Variation in Childhood Wheezing Disorders (Unpublished). (Dissertation, Graduate School for Cellular and Biomedical Sciences, Medical Faculty of the University of Bern)

2009

Bissantz, Nicolai; Dümbgen, Lutz; Munk, Alex; Stratmann, Bernd (2009). Convergence Analysis of Generalized Iteratively Reweighted Least Squares Algorithms on Convex Function Spaces. SIAM journal on optimization, 19(4), pp. 1828-1845. Philadelphia, Pa.: Society for Industrial and Applied Mathematics SIAM 10.1137/050639132

Dümbgen, Lutz; Kovac, Arne (2009). Extensions of smoothing via taut strings. Electronic journal of statistics, 3, pp. 41-75. Shaker Heights, Ohio: Institute of Mathematical Statistics 10.1214/08-EJS216

Dümbgen, Lutz; Rufibach, Kaspar (2009). Maximum likelihood estimation of a log-concave density and its distribution function: Basic properties and uniform consistency. Bernoulli, 15(1), pp. 40-68. The Hague: International Statistical Institute 10.3150/08-BEJ141

Tyler, David E.; Critchley, Frank; Dümbgen, Lutz; Oja, Hannu (2009). Invariant co-ordinate selection. Journal of the Royal Statistical Society. Series B - statistical methodology, 71(3), pp. 549-592. London: Royal Statistical Society 10.1111/j.1467-9868.2009.00706.x

Rohde, Angelika; Dümbgen, Lutz (2009). Adaptive Confidence Sets for the Optimal Approximating Model Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Schuhmacher, Dominic; Hüsler, André; Dümbgen, Lutz (2009). Multivariate Log-Concave Distributions as a Nearly Parametric Model (Technical Report 74). Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Cule, Madeleine L.; Dümbgen, Lutz (2009). On an Auxiliary Function for Log-Density Estimation (Technical Report 71). Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Dümbgen, Lutz (2009). Variance Inequalities for Unimodal Distributions on the Unit Interval Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

Dümbgen, Lutz; Zumbrunnen, Niki (2009). Some Methods for the Comparison of Three Expert Judgements Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)

2008

Dümbgen, Lutz; Igl, Bernd-Wolfgang; Munk, Axel (2008). P-Values for Classification. Electronic journal of statistics, 2, pp. 468-493. Shaker Heights, Ohio: Institute of Mathematical Statistics 10.1214/08-EJS245

Lutz, Dümbgen; Leuenberger, Christoph (2008). Explicit Bounds for the Approximation Error in Benford's Law. Electronic communications in probability, 13(10), pp. 99-112. Shaker Heights, Ohio: Institute of Mathematical Statistics

Dümbgen, Lutz; Walther, Günther (2008). Multiscale inference about a density. Annals of statistics, 36(4), pp. 1758-1785. Cleveland, Ohio: Institute of Mathematical Statistics 10.1214/07-aos521

2007

Dümbgen, Lutz (2007). Confidence Bands for Convex Median Curves using Sign-Tests. In: Cator, Eric A.; Jongbloed, Geurt; Kraaikamp, Cor; Lopuhaä, Hendrik P.; Wellner, Jon A. (eds.) Asymptotics: Particles, Processes and Inverse Problems: Festschrift for Piet Groeneboom. Lecture Notes - Monograph Series: Vol. 55 (pp. 85-100). Beachwood, Ohio, USA: Institute of Mathematical Statistics

Dümbgen, Lutz; Rufibach, Kaspar; Wellner, Jon (2007). Marshall's Lemma for Convex Density Estimation. In: Cator, Eric A.; Jongbloed, Geurt; Kraaikamp, Cor; Lopuhaä, Hendrik P.; Wellner, Jon A. (eds.) Asymptotics: Particles, Processes and Inverse Problems: Festschrift for Piet Groeneboom. Lecture Notes - Monograph Series: Vol. 55 (pp. 101-107). Beachwood, Ohio, USA: Institute of Mathematical Statistics

Dümbgen, Lutz; Riedwyl, Hans (2007). On Fences and Asymmetry in Box-and-Whiskers Plots. American statistician, 61(4), pp. 356-359. Philadelphia, Pa.: Taylor & Francis Group 10.1198/000313007X247058

Gehring, Hartmut; Dümbgen, Lutz; Peterlein, Mareike; Hagelberg, Söhnke; Dibbelt, Leif (2007). Hemoximetry as the gold standard? Error assessment based on differences between identical blood gas analyzer devices of five manufacturers. Anesthesia and analgesia, 105(6), S24-S30. Hagerstown, Md.: Lippincott Williams & Wilkins 10.1213/01.ane.0000268713.58174.cc

Bissantz, Nicolai; Dümbgen, Lutz; Holzmann, Hajo; Munk, Axel (2007). Nonparametric confidence bands in deconvolution density estimation. Journal of the Royal Statistical Society. Series B - statistical methodology, 69(3), pp. 483-506. London: Royal Statistical Society 10.1111/j.1467-9868.2007.599.x

2006

Dümbgen, Lutz; Freitag-Wolf, Sandra; Jongbloed, Geurt (2006). Estimating a Unimodal Distribution from Interval-Censored Data. Journal of the American Statistical Association, 101(475), pp. 1094-1106. Abingdon, UK: Taylor & Francis Group 10.1198/016214506000000032

Dümbgen, Lutz; Piterbarg, Vladimir I; Zholud, Dmitrii (2006). On the limit distribution of multiscale test statistics for nonparametric curve estimation. Mathematical methods of statistics, 15(1), pp. 20-25. New York, N.Y.: Allerton Press

2005

Dümbgen, Lutz; Tyler, David E. (2005). On the Breakdown Properties of some Multivariate M-Functionals. Scandinavian journal of statistics, 32(2), pp. 247-264. Blackwell 10.1111/j.1467-9469.2005.00425.x

2004

Dümbgen, Lutz; Johns, Robert B. (2004). Confidence Bands for Isotonic Median Curves using Sign-Tests. Journal of Computational and Graphical Statistics, 13(2), pp. 519-533. American Statistical Association 10.1198/1061860043506

Dümbgen, Lutz; Freitag, Sandra; Jongbloed, Geurt (2004). Consistency of Concave Regression with an Application to Current-Status Data. Mathematical methods of statistics, 13, pp. 69-81. Allerton Press

2003

Dümbgen, Lutz (2003). Optimal Confidence Bands for Shape-Restricted Curves. Bernoulli, 9(3), pp. 423-449. International Statistical Institute 10.3150/bj/1065444812

Dümbgen, Lutz (2003). Stochastik für Informatiker [Textbook] . Berlin Heidelberg: Springer 10.1007/978-3-642-55565-7

2002

Dümbgen, Lutz (2002). Application of Local Rank Tests for Nonparametric Regression. Journal of Nonparametric Statistics, 14(5), pp. 511-537. Taylor & Francis 10.1080/10485250213903

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