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Number of items: 39.

Article

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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

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]

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]

Book

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]

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

Conference or Workshop Item

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]

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]

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]

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