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Dümbgen, Lutz; Mühlemann, Anja; Ziegel, Johanna F.; Brunnhofer, Ursina; Bürki, Martin; Kaeslin, Livio; Rodriguez, Georg (2018). Kalibrierung von Quell-Ziel-Matrizen (Technische Berichte 79). IMSV
Dümbgen, Lutz (2016). (Ab)Using Regression for Data Adjustment (Technical report 78). Bern: IMSV, University of Bern
Dümbgen, Lutz; Schweizer, Thomas; Pauly, Markus (2013). M-Functionals of Multivariate Scatter Bern: Institut für mathematische Statistik und Versicherungslehre der Universität Bern (IMSV)
Dümbgen, Lutz (2010). Biometrie. Studienbücher Medizinische Informatik. Studium. Wiesbaden: Vieweg & Teubner
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
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; Nordhausen, Klaus (2024). Approximating symmetrized estimators of scatter via balanced incomplete U-statistics. Annals of the Institute of Statistical Mathematics, 76(2), pp. 185-207. Springer 10.1007/s10463-023-00879-1
Dümbgen, Lutz (2024). Shape-Constrained Statistical Inference. Annual review of statistics and its application, 11(1), pp. 373-391. Annual Reviews 10.1146/annurev-statistics-033021-014937
Mösching, Alexandre; Dümbgen, Lutz (2024). Estimation of a likelihood ratio ordered family of distributions. Statistics and computing, 34(1) Springer 10.1007/s11222-023-10370-9
Ziegel, Johanna; Ginsbourger, David; Dümbgen, Lutz (2024). Characteristic kernels on Hilbert spaces, Banach spaces, and on sets of measures. Bernoulli, 30(2), pp. 1441-1457. International Statistical Institute 10.3150/23-BEJ1639
Dimitriadis, Timo; Dümbgen, Lutz; Henzi, Alexander; Puke, Marius; Ziegel, Johanna (2023). Honest calibration assessment for binary outcome predictions. Biometrika, 110(3), pp. 663-680. Oxford University Press 10.1093/biomet/asac068
Henzi, Alexander; Dümbgen, Lutz (2023). Some new inequalities for beta distributions. Statistics & probability letters, 195, p. 109783. Elsevier 10.1016/j.spl.2023.109783
Dümbgen, Lutz; Mösching, Alexandre (2023). On stochastic orders and total positivity. ESAIM: Probability and Statistics, 27, pp. 461-481. EDP Sciences 10.1051/ps/2023005
Dümbgen, Lutz; Wellner, Jon A. (2023). A new approach to tests and confidence bands for distribution functions. Annals of statistics, 51(1), pp. 260-289. Institute of Mathematical Statistics 10.1214/22-AOS2249
Dümbgen, Lutz; Gysel, Katrin; Perler, Fabrice (2023). Refining Invariant Coordinate Selection via Local Projection Pursuit. In: Yi, Mengxi; Nordhausen, Klaus (eds.) Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler (pp. 121-136). Cham: Springer International Publishing 10.1007/978-3-031-22687-8_6
Henzi, Alexander; Mösching, Alexandre; Dümbgen, Lutz (2022). Accelerating the Pool-Adjacent-Violators Algorithm for Isotonic Distributional Regression. Methodology and computing in applied probability, 24(4), pp. 2633-2645. Springer 10.1007/s11009-022-09937-2
Dümbgen, Lutz; Samworth, Richard J.; Wellner, Jon A. (2021). Bounding distributional errors via density ratios. Bernoulli, 27(2), pp. 818-852. International Statistical Institute 10.3150/20-BEJ1256
Jackowski, C.; Cattaneo, C.; Broccard, A.; Dümbgen, L. (2021). Expression of concern regarding "Individual human scent as a forensic identifier using mantrailing" by Woidtke L, Dreßler J and Babian C. Forensic Sci Int. 2018 Jan;282:111-121. Forensic science international, 318, p. 110635. Elsevier 10.1016/j.forsciint.2020.110635
Dümbgen, Lutz; Mösching, Alexandre; Strähl, Christof (2021). Active set algorithms for estimating shape-constrained density ratios. Computational statistics & data analysis, 163, p. 107300. Elsevier 10.1016/j.csda.2021.107300
Mösching, Alexandre; Dümbgen, Lutz (2020). Monotone least squares and isotonic quantiles. Electronic journal of statistics, 14(1), pp. 24-49. Institute of Mathematical Statistics 10.1214/19-EJS1659
Dümbgen, Lutz; Zamanzade, Ehsan (2020). Inference on a distribution function from ranked set samples. Annals of the Institute of Statistical Mathematics, 72(1), pp. 157-185. Springer 10.1007/s10463-018-0680-y
Dümbgen, Lutz; Wellner, Jon A. (2020). The density ratio of Poisson binomial versus Poisson distributions. Statistics & probability letters, 165, p. 108862. Elsevier 10.1016/j.spl.2020.108862
Zumbrunnen, Niki; Dümbgen, Lutz (2017). pvclass: An R Package for p Values for Classification. Journal of statistical software, 78(4), pp. 1-19. UCLA Statistics 10.18637/jss.v078.i04
Dümbgen, Lutz; Kolesnyk, Petro; Wilke, Ralf A. (2017). Bi-log-concave distribution functions. Journal of statistical planning and inference, 184, pp. 1-17. Elsevier 10.1016/j.jspi.2016.10.005
Krapf, Manuel; Künzi, Lisa; Allenbach, Sandrine; Bruns, Emily A.; Gavarini, Ilaria; El-Haddad, Imad; Slowik, Jay G.; Prévôt, André S. H.; Drinovec, Luka; Močnik, Griša; Dümbgen, Lutz; Salathe, Matthias; Baumlin, Nathalie; Sioutas, Constantinos; Baltensperger, Urs; Dommen, Josef; Geiser, Marianne (2017). Wood combustion particles induce adverse effects to normal and diseased airway epithelia. Environmental science: processes & impacts, 19(4), pp. 538-548. Royal Society of Chemistry 10.1039/C6EM00586A
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
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
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
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
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
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
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: Oldenbourg Wissenschaftsverlag GmbH 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
Dümbgen, Lutz; Van de Geer, Sara; Veraar, Marc C; 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
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 US; http://www.springer-ny.com 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
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
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
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; 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
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
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
Dümbgen, Lutz; Johns, Robert B. (2004). Confidence Bands for Isotonic Median Curves using Sign-Tests. Journal of computational and graphical statistics : JCGS, 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
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
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
