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Number of items: 34.

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

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

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

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

Bauer, Benedikt and Heimrich, Felix and Kohler, Michael and Krzyzak, Adam :
On estimation of surrogate models for multivariate computer experiments.
[Online-Edition: Http://10.1007/s10463-017-0627-8]
In: Annals of the Institute of Statistical Mathematics, 69 ISSN 1572-9052
[Article] , (2017)

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

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

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

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

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

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

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

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 :
Methodical Approaches to Describe and Evaluate Uncertainty in the Transmission Behavior of a Sensory Rod.
In: Applied Mechanics and Materials. Trans Tech Publications, Switzerland
[Conference or Workshop Item] , (2015)

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

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

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

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

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

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

Felber, Tina and Jones, Daniel and Kohler, Michael and Walk, Harro :
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] , (2014)

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

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

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

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

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

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

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

Eckle-Kohler, Judith and Kohler, Michael:
Eine Einführung in die Statistik und ihre Anwendungen.
[Online-Edition: https://www.springer.com/it/book/9783642152269#otherversion=...]
Springer-Lehrbuch. Springer ISBN 978-3-642-15225-2
[Book] , (2010)

Eckle-Kohler, Judith and Kohler, Michael and Mehnert, Jens :
Automatic recognition of German news focusing on future-directed beliefs and intentions.
[Online-Edition: https://www.sciencedirect.com/science/article/pii/S088523080...]
In: Computer Speech and Language, 22 (4) pp. 394-414.
[Article] , (2008)

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

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

Kohler, Michael and Krzyzak, Adam :
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] , (2007)

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

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

This list was generated on Sat May 25 00:31:54 2019 CEST.