Stacking-based neural network for nonlinear time series analysis

DOI10.1007/s10260-024-00746-0MaRDI QIDQ6596733

Tharindu P. De Alwis, S. Yaser Samadi

Publication date: 2 September 2024

Published in: Statistical Methods and Applications (Search for Journal in Brave)

zbMATH Keywords

time seriescross-validationbackpropagation algorithmstacked generalizationfeed-forward artificial neural network (FANN)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Title not available (Why is that?)
• Bagging predictors
• Stacked heterogeneous neural networks for time series forecasting
• A decision-theoretic generalization of on-line learning and an application to boosting
• Stacked regressions
• Heteroscedastic modelling via the autoregressive conditional variance subspace
• Inference in TAR Models
• The variance of a linear combination of independent estimators using estimated weights
• An Adaptive Estimation of Dimension Reduction Space
• Projection Pursuit Autoregression in Time Series
• A semiparametric approach for modelling multivariate nonlinear time series
• Dimension reduction for the conditional mean and variance functions in time series
• Learning representations by back-propagating errors
• Direction estimation in single-index regressions

This page was built for publication: Stacking-based neural network for nonlinear time series analysis

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6596733)