Axel Munk
37 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-9181-9331
Institute for Mathematical Stochastics, University of Göttingen
Publications
- Multiscale scanning with nuisance parameters — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
- Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
- Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications to ion channels — The Annals of Applied Statistics 2024
- Distribution of Distances based Object Matching: Asymptotic Inference — Journal of the American Statistical Association 2024
- Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
- Seeded binary segmentation: a general methodology for fast and optimal changepoint detection — Biometrika 2023
- Multiscale Quantile Segmentation — Journal of the American Statistical Association 2022
- Frame-constrained total variation regularization for white noise regression — The Annals of Statistics 2021 (name-matched, not ORCID-linked)
- What is resolution? A statistical minimax testing perspective on superresolution microscopy — The Annals of Statistics 2021
- Posterior analysis of n in the binomial (n,p) problem with both parameters unknown—with applications to quantitative nanoscopy — The Annals of Statistics 2021
- Multidimensional multiscale scanning in exponential families: Limit theory and statistical consequences — The Annals of Statistics 2020
- The essential histogram — Biometrika 2020
- Optimal Transport: Fast Probabilistic Approximation with Exact Solvers — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
- Multiscale blind source separation — The Annals of Statistics 2018
- Inference for empirical Wasserstein distances on finite spaces — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
- Heterogeneous change point inference — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
- Kernel Partial Least Squares for Stationary Data — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
- Partial least squares for dependent data — Biometrika 2016
- Drift estimation in sparse sequential dynamic imaging, with application to nanoscale fluorescence microscopy — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- Multiscale change point inference — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
- Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features — The Annals of Statistics 2013
- Möbius deconvolution on the hyperbolic plane with application to impedance density estimation — The Annals of Statistics 2010
- Consistencies and rates of convergence of jump-penalized least squares estimators — The Annals of Statistics 2009 (name-matched, not ORCID-linked)
- Testing for lack of fit in inverse regression—with applications to biophotonic imaging — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
- Non-parametric confidence bands in deconvolution density estimation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
- On difference-based variance estimation in nonparametric regression when the covariate is high dimensional — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
- Testing Statistical Hypotheses of Equivalence — Journal of the American Statistical Association 2004
- 1 — α Equivariant Confidence Rules for Convex Alternatives are α/2–Level Tests—With Applications to the Multivariate Assessment of Bioequivalence — Journal of the American Statistical Association 1999
- Nonparametric comparison of several regression functions: exact and asymptotic theory — The Annals of Statistics 1998
- Nonparametric validation of similar distributions and assessment of goodness of fit — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998
- Estimating the variance in nonparametric regression—what is a reasonable choice? — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998
- Testing heteroscedasticity in nonparametric regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1998
- Validation of linear regression models — The Annals of Statistics 1998
- Box-Type Approximations in Nonparametric Factorial Designs — Journal of the American Statistical Association 1997
- An unbiased test for the bioequivalence problem — The Annals of Statistics 1997
- Equivalence and Interval Testing for Lehmann's Alternative — Journal of the American Statistical Association 1996
- An extension of Welch's approximate t-solution to comparative bioequivalence trials — Biometrika 1994