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Statistical aspects of multilayer perceptrons under data limitations

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Publication:956913
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DOI10.1016/S0167-9473(03)00140-3zbMath1429.62434MaRDI QIDQ956913

E. Tasser, H. W. Holub, U. Tappeiner, G. Tappeiner, Janette F. Walde

Publication date: 26 November 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)


zbMATH Keywords

pattern recognitiondata analysisartificial neural networksmultilayer perceptronsaturationnonlinear modeling


Mathematics Subject Classification ID

Neural nets and related approaches to inference from stochastic processes (62M45)


Related Items (1)

Valid hypothesis testing in face of spatially dependent data using multi-layer perceptrons and sub-sampling techniques




Cites Work

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  • Estimating the dimension of a model
  • An Algorithm for Least-Squares Estimation of Nonlinear Parameters
  • Prediction Intervals for Artificial Neural Networks
  • Prediction Intervals for Neural Networks via Nonlinear Regression
  • A new look at the statistical model identification




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