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Number of items: 39.

2021

Kohler, Michael and Krzyzak, Adam (2021):
Estimation of a density using an improved surrogate model.
In: Electronic Journal of Statistics, 15 (1), pp. 650-690. Institute of Mathematical Statistics, ISSN 1935-7524,
DOI: 10.1214/20-EJS1774,
[Article]

2020

Götz, Benedict and Kersting, Sebastian and Kohler, Michael (2020):
Estimation of an improved surrogate model in uncertainty quantification by neural networks.
In: Annals of the Institute of Statistical Mathematics, DOI: 10.1007/s10463-020-00748-1,
[Article]

Kohler, Michael and Krzyzak, Adam (2020):
Estimating quantiles in imperfect simulation models using conditional density estimation.
72, In: Annals of the Institute of Statistical Mathematics, 2020 (1), pp. 123-155. Springer, ISSN 1572-9052,
DOI: 10.1007/s10463-018-0683-8,
[Article]

2019

Kohler, Michael and Tent, Reinhard (2019):
Nonparametric quantile estimation using surrogate models and importance sampling.
In: Metrika: international journal for theoretical and applied statistics, Berlin Heidelberg : Springer, ISSN 0026-1335,
DOI: 10.1007/s00184-019-00736-3,
[Article]

Bauer, Benedikt and Kohler, Michael (2019):
On deep learning as a remedy for the curse of dimensionality in nonparametric regression.
In: The Annals of Statistics, 47 (4), pp. 2261-2285. Institute of Mathematical Statistics, ISSN 0090-5364,
DOI: 10.1214/18-AOS1747,
[Article]

Kohler, Michael and Krzyzak, Adam (2019):
Estimation of extreme quantiles in a simulation model.
In: Journal of Nonparametric Statistics, 31 (2), pp. 393-419. ISSN 1048-5252,
DOI: 10.1080/10485252.2019.1567727,
[Article]

Heimrich, Felix and Kohler, Michael and Kristl, Lisa (2019):
Nonparametric estimation of time-dependent quantiles in a simulation model.
In: Statistica Sinica, 30, pp. 1-17. ISSN 1017-0405,
[Article]

2018

Kohler, Michael and Krzyzak, Adam (2018):
Adaptive Estimation of Quantiles in a Simulation Model.
In: IEEE Transactions on Infromation Theory, 64 (1), pp. 501-512. ISSN 0018-9448,
DOI: 10.1109/TIT.2017.2743177,
[Article]

Kohler, Michael and Krzyzak, Adam and Mallapur, Shashidhar and Platz, Roland (2018):
Uncertainty Quantification in Case of Imperfect Models: A Non-Bayesian Approach.
In: Scandinavian Journal of Statistics, 45 (3), pp. 729-752. Wiley Publishing Ltd., [Article]

2017

Bauer, Benedikt and Heimrich, Felix and Kohler, Michael and Krzyzak, Adam (2017):
On estimation of surrogate models for multivariate computer experiments.
In: Annals of the Institute of Statistical Mathematics, 69, Springer, ISSN 1572-9052,
[Article]

Bauer, Benedikt and Devroye, Luc and Kohler, Michael and Krzyzak, Adam and Walk, Harro (2017):
Nonparametric estimation of a function from noiseless observations at random points.
In: Journal of Multivariate Analysis, 160, pp. 93-104. [Article]

Kohler, Michael and Krzyzak, Adam (2017):
Nonparametric Regression Based on Hierarchical Interaction Models.
In: IEEE Transactions on Information Theory, 63 (3), pp. 1620-1630. [Article]

2016

Enss, Georg Christoph and Kohler, Michael and Krzyzak, Adam and Platz, Roland (2016):
Nonparametric quantile estimation based on surrogate models.
In: IEEE Transaction on Information Theory, 62 (10), pp. 5727 -5739. [Article]

Bott, Ann-Kathrin and Felber, Tina and Kohler, Michael and Kristl, Lisa (2016):
Estimation of a time-dependent density.
In: Journal of Statistical Planning and Inference, 180, pp. 81-107. [Article]

2015

Felber, Tina and Kohler, Michael and Krzyzak, Adam (2015):
Adaptive Density Estimation From Data With Small Measurement Errors.
In: IEEE Transactions on Infromation Theory, 61 (6), pp. 3446-3456. [Article]

Felber, Tina and Kohler, Michael and Krzyzak, Adam (2015):
Adaptive density estimation based on real and artificial data.
In: Journal of Nonparametric Statistics, 27, pp. 1-18. [Article]

Bott, Ann-Kathrin and Felber, Tina and Kohler, Michael (2015):
Estimation of a density in a simulation model.
In: Journal of Nonparametric Statistics, 27 (3), pp. 271-285. [Article]

Melzer, Christiane Marianne and Krech, Martin and Kristl, Lisa and Freund, Tillmann and Kuttich, Anja and Zocholl, Maximilian and Groche, Peter and Kohler, Michael and Platz, Roland (2015):
Methodical Approaches to Describe and Evaluate Uncertainty in the Transmission Behavior of a Sensory Rod.
807, pp. 205-217, Trans Tech Publications, Switzerland, Applied Mechanics and Materials, [Conference or Workshop Item]

Furer, Dmytro and Kohler, Michael (2015):
Smoothing spline regression based on real and artificial data.
In: Metrika, 78 (6), pp. 711-746. ISSN 0026-1335,
[Article]

2014

Enss, Georg Christoph and Götz, Benedict and Kohler, Michael and Krzyzak, Adam and Platz, Roland (2014):
Nonparametric estimation of a maximum of quantiles.
In: Electronic Journal of Statistics, 8, pp. 3176-3192. ISSN 1935-7524,
[Article]

Bott, Ann-Kathrin and Gibbels, Marius and Kohler, Michael and Melz, Tobias (2014):
Untersuchung der Betriebsfestigkeit von gradientenbehafteten Spaltprofilen mittels statistischer Methoden.
5. Zwischenkolloquium des Sonderforschungsbereichs 666, Darmstadt, 19.-20. November 2014, [Conference or Workshop Item]

Kohler, Michael (2014):
Optimal global rates of convergence for noiseless regression estimation problems with adaptively chosen design.
In: Journal of Multivariate Analysis, (132), pp. 197-208. [Article]

Bott, Ann-Kathrin and Kohler, Michael (2014):
Nonparametric estimation of a conditional density.
In: ESAIM Probability and Statistics, [Article]

Kohler, Michael and Krzyzak, Adam and Walk, Harro (2014):
Nonparametric recursive quantile estimation.
In: Statistics and Probability Letters, 93, pp. 102-107. [Article]

Felber, Tina and Jones, Daniel and Kohler, Michael and Walk, Harro (2014):
Weakly universally consistent static forecasting of stationary and ergodic time series via local averaging and least squares estimates.
In: Journal of Statistical Planning and Inference,, [Article]

2013

Devroye, Luc and Felber, Tina and Kohler, Michael (2013):
Estimation of a density using real and artificial data.
In: IEEE Transactions on Information Theory, 59, pp. 1917-1928. [Article]

Hertel, Ida and Kohler, Michael (2013):
Estimation of the optimal design of a nonlinear parametric regression problem via Monte Carlo experiments.
In: Computational Statistics and Data Analysis, [Article]

Furer, Dmytro and Kohler, Michael (2013):
Fixed design regression estimation based on real and artificial data.
In: Journal of Nonparametric Statistics, [Article]

2012

Hertel, Ida and Tomasella, Alessio and Kohler, Michael and Hanselka, Holger (2012):
Fragestellungen der Bauteilbewertung in Hinblick auf die Betriebsfestigkeit.
In: Tagungsband 4, 8. Fachtagung Walzprofilieren und 4. Zwischenkolloquium SFB 666, Darmstadt, 14.-15. November 2012, [Conference or Workshop Item]

Hertel, Ida and Tomasella, Alessio and Kohler, Michael and Hanselka, Holger (2012):
Fragestellungen der Bauteilbewertung in Hinblick auf die Betriebsfestigkeit.
In: Tagungsband 4. Zwischenkolloquium SFB 666, Meisenbach Verlag, [Article]

Devroye, Luc and Felber, Tina and Kohler, Michael and Krzyzak, Adam (2012):
L1-consistent estimation of the density of residuals in random design regression models:.
In: Statistics and Probability Letters , 82, pp. 173-179. [Article]

2011

Kohler, Michael and Krzyzak, Adam and Walk, Harro (2011):
Estimation of the essential supremum of a regression function.
In: Statistics & Probability Letters, (81), [Article]

2010

Eckle-Kohler, Judith and Kohler, Michael (2010):
Eine Einführung in die Statistik und ihre Anwendungen.
In: Springer-Lehrbuch, Springer, ISBN 978-3-642-15225-2,
[Book]

2008

Eckle-Kohler, Judith and Kohler, Michael and Mehnert, Jens (2008):
Automatic recognition of German news focusing on future-directed beliefs and intentions.
In: Computer Speech and Language, 22 (4), pp. 394-414. [Article]

2007

Kohler, Michael and Krzyzak, Adam (2007):
Asymptotic confidence intervals for Poisson regression.
In: Journal of Multivariate Analysis, 98, pp. 1072-1094. [Article]

Gyorfi, Laszlo and Kohler, Michael (2007):
Nonparametric estimation of conditional distributions.
In: IEEE Transactions on Information Theory, 53, pp. 1872-1879. [Article]

Kohler, Michael and 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, pp. 1735-1742. [Article]

Egloff, Daniel and Kohler, Michael and Todorovic, Nebojsa (2007):
A dynamic look-ahead Monte Carlo algorithm for pricing Bermudan options.
In: Annals of Applied Probability, 17, pp. 1138-1171. [Article]

2002

Györfi, László and Kohler, Michael and Krzyzak, Adam and Walk, Harro (2002):
A distribution-free theory of nonparametric regression.
Springer, [Book]

This list was generated on Tue Apr 13 01:35:25 2021 CEST.