Prof. Dr. Axel Munk

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  • 2023 | Journal Article | 
    ​ ​Towards Unbiased Fluorophore Counting in Superresolution Fluorescence Microscopy​
    Laitenberger, O.; Aspelmeier, T.; Staudt, T.; Geisler, C.; Munk, A.   & Egner, A. ​ (2023) 
    Nanomaterials, 13(3).​ DOI: https://doi.org/10.3390/nano13030459 
    ​Details  DOI 
  • 2022 | Journal Article | 
    ​ ​Limit laws for empirical optimal solutions in random linear programs​
    Klatt, M.; Munk, A.   & Zemel, Y.​ (2022) 
    Annals of Operations Research,.​ DOI: https://doi.org/10.1007/s10479-022-04698-0 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Heterogeneous Idealization of Ion Channel Recordings – Open Channel Noise​
    Pein, F. ; Bartsch, A.; Steinem, C.   & Munk, A. ​ (2021) 
    IEEE Transactions on NanoBioscience, 20(1) pp. 57​-78​.​ DOI: https://doi.org/10.1109/TNB.2020.3031202 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper | 
    ​ ​An antibiotic-resistance conferring mutation in a neisserial porin: Structure, ion flux, and ampicillin binding​
    Bartsch, A.; Ives, C. M.; Kattner, C.; Pein, F. ; Diehn, M.; Tanabe, M. & Munk, A.  et al.​ (2021) 
    Biochimica et Biophysica Acta. Biomembranes, 1863(6) pp. 183601​.​ DOI: https://doi.org/10.1016/j.bbamem.2021.183601 
    ​Details  DOI  PMID  PMC 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Analysis of patchclamp recordings: model-free multiscale methods and software​
    Pein, F. ; Eltzner, B.   & Munk, A. ​ (2021) 
    European Biophysics Journal, 50(2) pp. 187​-209​.​ DOI: https://doi.org/10.1007/s00249-021-01506-8 
    ​Details  DOI  PMID  PMC 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Statistical Molecule Counting in Super-Resolution Fluorescence Microscopy: Towards Quantitative Nanoscopy​
    Staudt, T.; Aspelmeier, T. ; Laitenberger, O.; Geisler, C. ; Egner, A.   & Munk, A. ​ (2020) 
    Statistical Science, 35(1) pp. 92​-111​.​ DOI: https://doi.org/10.1214/19-STS753 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Multidimensional multiscale scanning in exponential families: Limit theory and statistical consequences​
    König, C.; Munk, A.   & Werner, F. ​ (2020) 
    The Annals of Statistics, 48(2).​ DOI: https://doi.org/10.1214/18-AOS1806 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Variational Multiscale Nonparametric Regression: Algorithms and Implementation​
    del Alamo, M.; Li, H. ; Munk, A.   & Werner, F. ​ (2020) 
    Algorithms, 13(11) pp. 296​.​ DOI: https://doi.org/10.3390/a13110296 
    ​Details  DOI 
  • 2020 | Preprint | 
    ​ ​Analysis of Patchclamp Recordings: Model-Free Multiscale Methods and Software​
    Pein, F.; Eltzner, B.& Munk, A. ​ (2020)
    ​Details 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Testing for dependence on tree structures​
    Behr, M. ; Ansari, M. A.; Munk, A.   & Holmes, C.​ (2020) 
    Proceedings of the National Academy of Sciences of the United States of America, 117(18) pp. 9787​-9792​.​ DOI: https://doi.org/10.1073/pnas.1912957117 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Multiscale Change-point Segmentation: Beyond Step Functions​
    Li, H. ; Guo, Q. & Munk, A. ​ (2019) 
    Electronic Journal of Statistics, 13(2) pp. 3254​-3296​.​ DOI: https://doi.org/10.1214/19-EJS1608 
    ​Details  DOI  arXiv 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications​
    Tameling, C.; Sommerfeld, M. & Munk, A. ​ (2019) 
    The Annals of Applied Probability, 29(5) pp. 2744​-2781​.​ DOI: https://doi.org/10.1214/19-AAP1463 
    ​Details  DOI  arXiv 
  • 2019 | Journal Article | Research Paper | 
    ​ ​High-resolution experimental and computational electrophysiology reveals weak β-lactam binding events in the porin PorB​
    Bartsch, A.; Llabrés, S.; Pein, F.; Kattner, C.; Schön, M.; Diehn, M. & Tanabe, M. et al.​ (2019) 
    Scientific Reports, 9(1) art. 1264​.​ DOI: https://doi.org/10.1038/s41598-018-37066-9 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Molecular contribution function in RESOLFT nanoscopy​
    Frahm, L.; Keller-Findeisen, J. ; Alt, P.; Schnorrenberg, S. ; del Álamo Ruiz, M.; Aspelmeier, T.   & Munk, A.  et al.​ (2019) 
    Optics Express, 27(15) pp. 21956​.​ DOI: https://doi.org/10.1364/OE.27.021956 
    ​Details  DOI  PMID  PMC 
  • 2018 | Journal Article | 
    ​ ​Multiscale scanning in inverse problems​
    Proksch, K. ; Werner, F.   & Munk, A. ​ (2018) 
    The Annals of Statistics, 46(6B) pp. 3569​-3602​.​ DOI: https://doi.org/10.1214/17-AOS1669 
    ​Details  DOI  arXiv 
  • 2018 | Journal Article | 
    ​ ​Multiscale Blind Source Separation​
    Behr, M. ; Holmes, C. & Munk, A. ​ (2018) 
    The Annals of Statistics, 46(2) pp. 711​-744​.​ DOI: https://doi.org/10.1214/17-AOS1565 
    ​Details  DOI  arXiv 
  • 2018 | Journal Article | 
    ​ ​Variational multiscale nonparametric regression: Smooth functions​
    Grasmair, M.; Li, H.   & Munk, A. ​ (2018) 
    Annales de l´Institut Henri Poincaré. B, Probability and Statistics, 54(2) pp. 1058​-1097​.​ DOI: https://doi.org/10.1214/17-AIHP832 
    ​Details  DOI  arXiv 
  • 2016 | Journal Article | 
    ​ ​FDR-control in multiscale change-point segmentation​
    Li, H. ; Munk, A.   & Sieling, H. ​ (2016) 
    Electronic Journal of Statistics, 10(1) pp. 918​-959​.​ DOI: https://doi.org/10.1214/16-EJS1131 
    ​Details  DOI  WoS 
  • 2016 | Journal Article | Erratum | 
    ​ ​Corrigendum: Fluorescence nanoscopy by polarization modulation and polarization angle narrowing​
    Hafi, N.; Grunwald, M. ; van den Heuvel, L. S.; Aspelmeier, T. ; Chen, J.-H. ; Zagrebelsky, M. & Schütte, O. M.  et al.​ (2016) 
    Nature Methods, 13(1) art. 101​.​ DOI: https://doi.org/10.1038/nmeth0116-101a 
    ​Details  DOI  WoS 
  • 2015 | Journal Article | Letter Note | 
    ​ ​Discussion of "Hypotheses testing by convex optimization"​
    Munk, A.   & Werner, F. ​ (2015) 
    Electronic Journal of Statistics, 9(2) pp. 1720​-1722​.​ DOI: https://doi.org/10.1214/14-EJS980 
    ​Details  DOI  WoS 
  • 2015 | Journal Article | Research Paper | 
    ​ ​Mapping molecules in scanning far-field fluorescence nanoscopy​
    Ta, H. ; Keller, J. ; Haltmeier, M.; Saka, S. K.; Schmied, J.; Opazo, F.   & Tinnefeld, P. et al.​ (2015) 
    Nature Communications, 6 art. 7977​.​ DOI: https://doi.org/10.1038/ncomms8977 
    ​Details  DOI  PMID  PMC  WoS 
  • 2014 | Journal Article | Research Paper | 
    ​ ​Regularized Bayesian Estimation of Generalized Threshold Regression Models​
    Greb, F. ; Krivobokova, T. ; Munk, A.   & Cramon-Taubadel, S. von ​ (2014) 
    Bayesian Analysis, 9(1) pp. 171​-196​.​ DOI: https://doi.org/10.1214/13-BA850 
    ​Details  DOI  WoS 
  • 2014 | Journal Article | 
    ​ ​Asymptotic laws for change point estimation in inverse regression​
    Frick, S.; Hohage, T.   & Munk, A. ​ (2014) 
    Statistica Sinica, 24(2) pp. 555​-575​.​ DOI: https://doi.org/10.5705/ss.2012.007 
    ​Details  DOI  WoS 
  • 2013 | Journal Article | Research Paper | 
    ​ ​Multiscale Methods for Shape Constraints in Deconvolution: Confidence Statements for Qualitative Features​
    Schmidt-Hieber, J.; Munk, A.   & Duembgen, L.​ (2013) 
    Annals of statistics, 41(3) pp. 1299​-1328​.​ DOI: https://doi.org/10.1214/13-AOS1089 
    ​Details  DOI  WoS 
  • 2013 | Journal Article | Research Paper | 
    ​ ​Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics​
    Frick, K.; Marnitz, P. & Munk, A. ​ (2013) 
    Journal of Mathematical Imaging and Vision, 46(3) pp. 370​-387​.​ DOI: https://doi.org/10.1007/s10851-012-0368-5 
    ​Details  DOI  WoS 
  • 2013 | Journal Article | Research Paper | 
    ​ ​Idealizing Ion Channel Recordings by a Jump Segmentation Multiresolution Filter​
    Hotz, T. ; Schütte, O. M. ; Sieling, H. ; Polupanow, T. ; Diederichsen, U. ; Steinem, C.   & Munk, A. ​ (2013) 
    IEEE Transactions on NanoBioscience, 12(4) pp. 376​-386​.​ DOI: https://doi.org/10.1109/TNB.2013.2284063 
    ​Details  DOI  PMID  PMC  WoS 
  • 2012 | Journal Article | Research Paper | 
    ​ ​Adaptive wavelet estimation of the diffusion coefficient under additive error measurements​
    Hoffmann, M.; Munk, A.   & Schmidt-Hieber, J.​ (2012) 
    Annales de l'Institut Henri Poincaré, Probabilités et Statistiques, 48(4) pp. 1186​-1216​.​ DOI: https://doi.org/10.1214/11-AIHP472 
    ​Details  DOI  WoS 
  • 2012 | Journal Article | Research Paper | 
    ​ ​Partial Least-Squares Functional Mode Analysis: Application to the Membrane Proteins AQP1, Aqy1, and CLC-ec1​
    Krivobokova, T. ; Briones, R. ; Hub, J. S. ; Munk, A.   & Groot, B. L. de ​ (2012) 
    Biophysical Journal, 103(4) pp. 786​-796​.​ DOI: https://doi.org/10.1016/j.bpj.2012.07.022 
    ​Details  DOI  PMID  PMC  WoS 
  • 2011 | Journal Article | Research Paper | 
    ​ ​Neyman smooth goodness-of-fit tests for the marginal distribution of dependent data​
    Munk, A. ; Stockis, J.-P.; Valeinis, J. & Giese, G.​ (2011) 
    Annals of the Institute of Statistical Mathematics, 63(5) pp. 939​-959​.​ DOI: https://doi.org/10.1007/s10463-009-0260-2 
    ​Details  DOI  WoS 
  • 2010 | Journal Article | Research Paper | 
    ​ ​Moebius deconvolution on the hyperbolic plane with application to impedance density estimation​
    Huckemann, S. ; Kim, P. T.; Koo, J.-Y. & Munk, A. ​ (2010) 
    Annals of statistics, 38(4) pp. 2465​-2498​.​ DOI: https://doi.org/10.1214/09-AOS783 
    ​Details  DOI  WoS 
  • 2010 | Journal Article | 
    ​ ​Rejoinder - Intrinsic shape analysis: Geodesic PCA for Riemannian manifolds modulo isometric lie group actions​
    Huckemann, S. ; Hotz, T.   & Munk, A. ​ (2010) 
    Statistica Sinica, 20 pp. 84​-100​.​
    ​Details 
  • 2010 | Journal Article | 
    ​ ​Intrinsic shape analysis: Geodesic PCA for Riemannian manifolds modulo isometric lie group actions​
    Huckemann, S. ; Hotz, T.   & Munk, A. ​ (2010) 
    Statistica Sinica, 20 pp. 1​-100​.​
    ​Details 
  • 2010 | Journal Article | 
    ​ ​Sharp minimax estimation of the variance of Brownian motion corrupted with Gaussian noise​
    Cai, T.; Munk, A.   & Schmidt-Hieber, J.​ (2010) 
    Statistica Sinica, 20 pp. 1011​-1024​.​
    ​Details 
  • 2010 | Journal Article | 
    ​ ​Shao's theorem on the maximum of standardized random walk increments for multidimensional arrays​
    Kabluchko, Z. & Munk, A. ​ (2010) 
    Probability and Statistics, 13 pp. 409​-416​.​ DOI: https://doi.org/10.1051/ps/2009011 
    ​Details  DOI 
  • 2010 | Journal Article | Research Paper | 
    ​ ​Nonparametric estimation of the volatility function in a high-frequency model corrupted by noise​
    Munk, A.   & Schmidt-Hieber, J.​ (2010) 
    Electronic Journal of Statistics, 4 pp. 781​-821​.​ DOI: https://doi.org/10.1214/10-EJS568 
    ​Details  DOI  WoS 
  • 2010 | Monograph | 
    ​ ​Maß- und Integrationstheorie​ ​
    Munk, A. ​ (2010)
    Göttingen​: Universitätsverlag Göttingen. DOI: https://doi.org/10.17875/gup2010-517 
    ​Details  DOI 
  • 2009 | Journal Article | Research Paper | 
    ​ ​Jump estimation in inverse regression​
    Boysen, L.; Bruns, S. & Munk, A. ​ (2009) 
    Electronic Journal of Statistics, 3 pp. 1322​-1359​.​ DOI: https://doi.org/10.1214/08-EJS204 
    ​Details  DOI  WoS 
  • 2009 | Journal Article | 
    ​ ​Iteratively regularized Gauss-Newton method for nonlinear inverse problems with random noise​
    Bauer, F. ; Hohage, T.   & Munk, A. ​ (2009) 
    SIAM Journal on Numerical Analysis, 47(3) pp. 1827​-1846​.​ DOI: https://doi.org/10.1137/080721789 
    ​Details  DOI  WoS 
  • 2009 | Journal Article | Research Paper | 
    ​ ​Consistencies and rates of convergence of jump penalized least squares estimators​
    Boysen, L.; Kempe, A.; Liebscher, V.; Munk, A.   & Wittich, O.​ (2009) 
    Annals of statistics, 37(1) pp. 157​-183​.​ DOI: https://doi.org/10.1214/07-AOS558 
    ​Details  DOI  WoS 
  • 2009 | Journal Article | Research Paper | 
    ​ ​Convergence analysis of generalized iteratively reweighted least squares algorithms on convex function spaces​
    Bissantz, N.; Duembgen, L.; Munk, A.   & Stratma, B.​ (2009) 
    SIAM Journal on Optimization, 19(4) pp. 1828​-1845​.​ DOI: https://doi.org/10.1137/050639132 
    ​Details  DOI  WoS 
  • 2008 | Journal Article | Research Paper | 
    ​ ​P-values for classification​
    Duembgen, L.; Igl, B.-W. & Munk, A. ​ (2008) 
    Electronic Journal of Statistics, 2 pp. 468​-493​.​ DOI: https://doi.org/10.1214/08-EJS245 
    ​Details  DOI  WoS 
  • 2008 | Journal Article | Research Paper | 
    ​ ​Exact Convergence Rate for the Maximum of Standardized Gaussian Increments​
    Kabluchko, Z. & Munk, A. ​ (2008) 
    Electronic Communications in Probability, 13(none) art. 30​.​ DOI: https://doi.org/10.1214/ECP.v13-1380 
    ​Details  DOI  WoS 
  • 2008 | Journal Article | Research Paper | 
    ​ ​Self-consistent residual dipolar coupling based model-free analysis for the robust determination of nanosecond to microsecond protein dynamics​
    Lakomek, N.-A. ; Walter, K. F. A.; Farès, C.; Lange, O. F.; Groot, B. L. de ; Grubmüller, H.   & Brueschweiler, R. et al.​ (2008) 
    Journal of Biomolecular NMR, 41(3) pp. 139​-155​.​ DOI: https://doi.org/10.1007/s10858-008-9244-4 
    ​Details  DOI  PMID  PMC  WoS 
  • 1998 | Journal Article | Research Paper
    ​ ​Validation of linear regression models​
    Dette, H. & Munk, A. ​ (1998) 
    The Annals of Statistics, 26(2) pp. 778​-800​.​ DOI: https://doi.org/10.1214/aos/1028144860 
    ​Details  DOI  WoS 
  • 1998 | Journal Article | Research Paper | 
    ​ ​Nonparametric comparison of several regression functions: Exact and asymptotic theory​
    Munk, A.   & Dette, H.​ (1998) 
    Annals of statistics, 26(6) pp. 2339​-2368​.​ DOI: https://doi.org/10.1214/aos/1024691474 
    ​Details  DOI  WoS 
  • 1997 | Journal Article | Research Paper | 
    ​ ​An unbiased test for the bioequivalence problem​
    Brown, L. D.; Hwang, J. T. G. & Munk, A. ​ (1997) 
    Annals of statistics, 25(6) pp. 2345​-2367​.​ DOI: https://doi.org/10.1214/aos/1030741076 
    ​Details  DOI  WoS 

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