Prof. Dr. Axel Munk

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  • 2022 | Book Chapter
    ​ ​The Statistics of Circular Optimal Transport​
    Hundrieser, S.; Klatt, M.& Munk, A. ​ (2022)
    In:​SenGupta, Ashis; Arnold, Barry C.​ (Eds.), Directional Statistics for Innovative Applications. A Bicentennial Tribute to Florence Nightingale pp. 57​-82. ​Singapore: ​Springer. DOI: https://doi.org/10.1007/978-981-19-1044-9_4 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Statistical Foundations of Nanoscale Photonic Imaging​
    Munk, A. ; Staudt, T.& Werner, F.​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 125​-143.  DOI: https://doi.org/10.1007/978-3-030-34413-9_4 
    ​Details  DOI 
  • 2020 | Book Chapter
    ​ ​Photonic Imaging with Statistical Guarantees: From Multiscale Testing to Multiscale Estimation​
    Munk, A. ; Proksch, K. ; Li, H.  & Werner, F. ​ (2020)
    In:​Salditt, Tim; Egner, Alexander; Luke, D. Russell​ (Eds.), Nanoscale Photonic Imaging pp. 283​-312. (Vol. 134). ​Cham: ​Springer International Publishing. DOI: https://doi.org/10.1007/978-3-030-34413-9_11 
    ​Details  DOI 
  • 2019 | Book Chapter
    ​ ​Posterior Consistency in the Binomial Model with Unknown Parameters: A Numerical Study​
    Schneider, L. F.; Staudt, T.& Munk, A. ​ (2019)
    In:​Argiento, R.; Durante, D.; Wade, S.​ (Eds.), Bayesian Statistics and New Generations pp. 35​-42. ​Cham: ​Springer. DOI: https://doi.org/10.1007/978-3-030-30611-3_4 
    ​Details  DOI 
  • 2015 | Book Chapter
    ​ ​Spot Volatility Estimation for High-Frequency Data: Adaptive Estimation in Practice​
    Sabel, T.; Schmidt-Hieber, J.& Munk, A. ​ (2015)
    In:​Antoniadis, Anestis; Poggi, Jean-Michel; Brossat, Xavier​ (Eds.), Modeling and Stochastic Learning for Forecasting in High Dimensions pp. 213​-241. ​Springer Nature. DOI: https://doi.org/10.1007/978-3-319-18732-7_12 
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​Lower bounds for volatility estimation in microstructure noise models​
    Munk, A.  & Schmidt-Hieber, J.​ (2010)
    In:​Berger, James O.; Cai, T. Tony; Johnstone, Iain M.​ (Eds.), Borrowing Strength: Theory Powering Applications – A Festschrift for Lawrence D. Brown pp. 43​-55. ​Beachwood, Ohio, USA: ​Institute of Mathematical Statistics. DOI: https://doi.org/10.1214/10-IMSCOLL604 
    ​Details  DOI 
  • 2010 | Book Chapter
    ​ ​On the self-regularization property of the EM algorithm for Poisson inverse problems​
    Munk, A.  & Pricop, M. ​ (2010)
    In: Statistical Modelling and Regression Structures: Festschrift in Honour of Ludwig Fahrmeir pp. 431​-448. ​Physica-Verlag. DOI: https://doi.org/10.1007/978-3-7908-2413-1_23 
    ​Details  DOI 
  • 2007 | Book Chapter
    ​ ​Scale space consistency of piecewise constant least squares estimators – another look at the regressogram​
    Boysen, L.; Liebscher, V.; Munk, A.  & Wittich, O.​ (2007)
    In: Asymptotics: Particles, Processes and Inverse Problems pp. 65​-84. ​Beachwood, Ohio: ​Institute of Mathematical Statistics. DOI: https://doi.org/10.1214/074921707000000274 
    ​Details  DOI 
  • 2003 | Book Chapter
    ​ ​Assessing structural relationships between distributions - a quantile process approach based on Mallows distance​
    Freitag, G.; Munk, A.  & Vogt, M. ​ (2003)
    In:​Akritas, Michael G.; politis, dimitris​ (Eds.), Recent Advances and Trends in Nonparametric Statistics pp. 123​-137. ​Amsterdam: ​Elsevier B.V.. DOI: https://doi.org/10.1016/b978-044451378-6/50009-0 
    ​Details  DOI 
  • 2003 | Book Chapter
    ​ ​New Statistical Goodness-of-Fit Techniques in Noisy Inhomogeneous Regression Problems with an Application to the Problem of Recovering of the Luminosity Density of the Milky Way from Surface Brightness Data​
    Bissantz, N.& Munk, A. ​ (2003)
    In:​Feigelson, Eric; Babu, G. Jogesh​ (Eds.), Statistical Challenges in Astronomy pp. 399​-400. ​New York: ​Springer Nature. DOI: https://doi.org/10.1007/0-387-21529-8_29 
    ​Details  DOI 
  • 1998 | Book Chapter
    ​ ​A review of variance estimators with extensions to multivariate nonparametric regression models​
    Dette, H.; Munk, A.  & Wagner, T. ​ (1998)
    In:​Gosh, S.​ (Ed.), Multivariate Design and Sampling pp. 469​-499. ​New York: ​Dekker.
    ​Details 

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