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Number of items: 18.

English

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]

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 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]

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]

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]

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

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

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 Sat Feb 27 00:59:06 2021 CET.