Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics
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Published By Springer International Publishing

9783030488130, 9783030488147

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On Parameter Estimation for High Dimensional Errors-in-Variables Models

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_8 ◽

2020 ◽

pp. 143-156

Author(s):

Silvelyn Zwanzig ◽

Rauf Ahmad

Keyword(s):

Parameter Estimation ◽

High Dimensional ◽

Errors In Variables ◽

Dimensional Errors

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Implied Volatility Surface Estimation via Quantile Regularization

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_4 ◽

2020 ◽

pp. 73-87

Author(s):

Matúš Maciak ◽

Michal Pešta ◽

Sebastiano Vitali

Keyword(s):

Implied Volatility ◽

Surface Estimation ◽

Implied Volatility Surface ◽

Volatility Surface

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Non-Gaussian Component Analysis: Testing the Dimension of the Signal Subspace

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_6 ◽

2020 ◽

pp. 101-123

Author(s):

Una Radojičić ◽

Klaus Nordhausen

Keyword(s):

Component Analysis ◽

Gaussian Component ◽

Signal Subspace ◽

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Regression Neural Networks with a Highly Robust Loss Function

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_2 ◽

2020 ◽

pp. 17-29

Author(s):

Jan Kalina ◽

Petra Vidnerová

Keyword(s):

Neural Networks ◽

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A Remark on the Grenander Estimator

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_5 ◽

2020 ◽

pp. 89-99

Author(s):

Ivan Mizera

Keyword(s):

Grenander Estimator

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A Comparison of Robust Model Choice Criteria Within a Metalearning Study

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_7 ◽

2020 ◽

pp. 125-141

Author(s):

Petra Vidnerová ◽

Jan Kalina ◽

Yeşim Güney

Keyword(s):

Model Choice ◽

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Weighted Empirical Minimum Distance Estimators in Berkson Measurement Error Regression Models

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_3 ◽

2020 ◽

pp. 31-71

Author(s):

Hira L. Koul ◽

Pei Geng

Keyword(s):

Measurement Error ◽

Regression Models ◽

Minimum Distance ◽

Minimum Distance Estimators

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Averaged Autoregression Quantiles in Autoregressive Model

Analytical Methods in Statistics - Springer Proceedings in Mathematics & Statistics ◽

10.1007/978-3-030-48814-7_1 ◽

2020 ◽

pp. 1-15

Author(s):

Yeşim Güney ◽

Jana Jurečková ◽

Olcay Arslan

Keyword(s):

Autoregressive Model

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