Concepedia

Axel Munk

AM

104

Publications

5K

Citations

41

H-Index

1993

Active since

Affiliations

University of Göttingen(Current)

Max Planck Institute for Biophysical Chemistry

Ruhr University Bochum

Axel Munk is an author at University of Göttingen specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceBiostatisticsEstimation TheoryData ScienceInverse ProblemsMedicineEconometricsPublic Health

Publications per year

1993–2023

104

Publications

104

Multiscale Change Point Inference

Klaus Frick, Axel Munk, Hannes Sieling · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2014 · 330 citations · Full text

Parameter Estimation, Exponential Family Regression, Machine Vision +12

Box-Type Approximations in Nonparametric Factorial Designs

Edgar Brunner, Holger Dette, Axel Munk · Journal of the American Statistical Association · 1997 · 269 citations

Convergence Rates of General Regularization Methods for Statistical Inverse Problems and Applications

Nicolai Bissantz, Thorsten Hohage, Axel Munk et al. · SIAM Journal on Numerical Analysis · 2007 · 220 citations

Numerical Analysis, Spectral Theory, Engineering +19

Estimating the Variance In Nonparametric Regression—What is a Reasonable Choice?

Holger Dette, Axel Munk, Thorsten Wagner · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1998 · 153 citations · Full text

Reasonable Choice, Economics, Engineering +12

Inference for Empirical Wasserstein Distances on Finite Spaces

Max Sommerfeld, Axel Munk · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2017 · 141 citations · Full text

Density Estimation, Engineering, Data Science +14

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