2021

Kohler, Michael ; Krzyzak, Adam (2021)
Estimation of a density using an improved surrogate model.
In: Electronic Journal of Statistics, 15 (1)
doi: 10.1214/20-EJS1774
Artikel, Bibliographie

2020

Kohler, Michael ; Krzyzak, Adam (2020)
Estimating quantiles in imperfect simulation models using conditional density estimation.
In: Annals of the Institute of Statistical Mathematics, 72 (1)
doi: 10.1007/s10463-018-0683-8
Artikel, Bibliographie

2019

Kohler, Michael ; Krzyzak, Adam (2019)
Estimation of extreme quantiles in a simulation model.
In: Journal of Nonparametric Statistics, 31 (2)
doi: 10.1080/10485252.2019.1567727
Artikel, Bibliographie

2018

Kohler, Michael ; Krzyzak, Adam (2018)
Adaptive Estimation of Quantiles in a Simulation Model.
In: IEEE Transactions on Infromation Theory, 64 (1)
doi: 10.1109/TIT.2017.2743177
Artikel, Bibliographie

Kohler, Michael ; Krzyzak, Adam ; Mallapur, Shashidhar ; Platz, Roland (2018)
Uncertainty Quantification in Case of Imperfect Models: A Non-Bayesian Approach.
In: Scandinavian Journal of Statistics, 45 (3)
Artikel, Bibliographie

2017

Bauer, Benedikt ; Heimrich, Felix ; Kohler, Michael ; Krzyzak, Adam (2017)
On estimation of surrogate models for multivariate computer experiments.
In: Annals of the Institute of Statistical Mathematics, 69
Artikel, Bibliographie

Bauer, Benedikt ; Devroye, Luc ; Kohler, Michael ; Krzyzak, Adam ; Walk, Harro (2017)
Nonparametric estimation of a function from noiseless observations at random points.
In: Journal of Multivariate Analysis, 160
Artikel, Bibliographie

Kohler, Michael ; Krzyzak, Adam (2017)
Nonparametric Regression Based on Hierarchical Interaction Models.
In: IEEE Transactions on Information Theory, 63 (3)
Artikel, Bibliographie

2016

Enss, Georg Christoph ; Kohler, Michael ; Krzyzak, Adam ; Platz, Roland (2016)
Nonparametric quantile estimation based on surrogate models.
In: IEEE Transaction on Information Theory, 62 (10)
Artikel, Bibliographie

2015

Felber, Tina ; Kohler, Michael ; Krzyzak, Adam (2015)
Adaptive Density Estimation From Data With Small Measurement Errors.
In: IEEE Transactions on Infromation Theory, 61 (6)
Artikel, Bibliographie

Felber, Tina ; Kohler, Michael ; Krzyzak, Adam (2015)
Adaptive density estimation based on real and artificial data.
In: Journal of Nonparametric Statistics, 27
Artikel, Bibliographie

2014

Enss, Georg Christoph ; Götz, Benedict ; Kohler, Michael ; Krzyzak, Adam ; Platz, Roland (2014)
Nonparametric estimation of a maximum of quantiles.
In: Electronic Journal of Statistics, 8
Artikel, Bibliographie

Kohler, Michael ; Krzyzak, Adam ; Walk, Harro (2014)
Nonparametric recursive quantile estimation.
In: Statistics and Probability Letters, 93
Artikel, Bibliographie

2012

Devroye, Luc ; Felber, Tina ; Kohler, Michael ; Krzyzak, Adam (2012)
L1-consistent estimation of the density of residuals in random design regression models:.
In: Statistics and Probability Letters , 82
Artikel, Bibliographie

2011

Kohler, Michael ; Krzyzak, Adam ; Walk, Harro (2011)
Estimation of the essential supremum of a regression function.
In: Statistics & Probability Letters, (81)
Artikel, Bibliographie

2007

Kohler, Michael ; Krzyzak, Adam (2007)
Asymptotic confidence intervals for Poisson regression.
In: Journal of Multivariate Analysis, 98
Artikel, Bibliographie

Kohler, Michael ; Krzyzak, Adam (2007)
On the rate of convergence of local averaging plug-in classification rules under a margin condition.
In: IEEE Transactions on Information Theory, 53
Artikel, Bibliographie

2002

Györfi, László ; Kohler, Michael ; Krzyzak, Adam ; Walk, Harro (2002)
A distribution-free theory of nonparametric regression.
Buch, Bibliographie