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Multidimensional multiscale scanning in exponential families: Limit theory and statistical consequences

König, Claudia, Munk, Axel, and Werner, Frank
Annals of Statistics Volume 48, Number 2 (April 2020), 655-678.

Journal article

Statistical Molecule Counting in Super-Resolution Fluorescence Microscopy: Towards Quantitative Nanoscopy

Staudt, Thomas, Aspelmeier, Timo, Laitenberger, Oskar, Geisler, Claudia, Egner, Alexander, and Munk, Axel
Statistical Science Volume 35, Number 1 (February 2020), 92-111.

Journal article

Empirical optimal transport on countable metric spaces: Distributional limits and statistical applications

Tameling, Carla, Sommerfeld, Max, and Munk, Axel
Annals of Applied Probability Volume 29, Number 5 (October 2019), 2744-2781.

Journal article

Multiscale change-point segmentation: beyond step functions

Li, Housen, Guo, Qinghai, and Munk, Axel
Electronic Journal of Statistics Volume 13, Number 2 (2019), 3254-3296.

Journal article

Multiscale scanning in inverse problems

Proksch, Katharina, Werner, Frank, and Munk, Axel
Annals of Statistics Volume 46, Number 6B (December 2018), 3569-3602.

Journal article

Variational multiscale nonparametric regression: Smooth functions

Grasmair, Markus, Li, Housen, and Munk, Axel
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques Volume 54, Number 2 (May 2018), 1058-1097.

Journal article

Bump detection in heterogeneous Gaussian regression

Enikeeva, Farida, Munk, Axel, and Werner, Frank
Bernoulli Volume 24, Number 2 (May 2018), 1266-1306.

Journal article

Multiscale blind source separation

Behr, Merle, Holmes, Chris, and Munk, Axel
Annals of Statistics Volume 46, Number 2 (April 2018), 711-744.

Journal article

The circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation

Huckemann, Stephan, Kim, Kwang-Rae, Munk, Axel, Rehfeldt, Florian, Sommerfeld, Max, Weickert, Joachim, and Wollnik, Carina
Bernoulli Volume 22, Number 4 (November 2016), 2113-2142.

Journal article

FDR-control in multiscale change-point segmentation

Li, Housen, Munk, Axel, and Sieling, Hannes
Electronic Journal of Statistics Volume 10, Number 1 (2016), 918-959.

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