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  • Search: subject:"Nonlinear autoregressive model"
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Year of publication
Subject
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Index of Financial Safety (IFS) 1 Nonlinear autoregressive model 1 Smooth transition 1 Stability 1 Threshold 1 Wilcoxon’s signed-rank test 1 artificial neural network 1 forecast 1 forecast comparison 1 model selection 1 neural networks 1 nonlinear autoregressive model 1 nonlinear autoregressive model with exogenous input (NARX) 1 nonlinear dynamic network (NDN) 1 nonlinear time series 1 root mean square forecast error 1
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Online availability
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Free 3
Type of publication
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Book / Working Paper 3
Language
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English 2 Undetermined 1
Author
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Dueker, Michael J. 1 Kock, Anders Bredahl 1 Matkovskyy, Roman 1 Psaradakis, Zacharias 1 Sola, Martin 1 Spagnolo, Fabio 1 Teräsvirta, Timo 1
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Institution
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Departament d'Economia i Història Econòmica, Universitat Autònoma de Barcelona 1 School of Economics and Management, University of Aarhus 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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CREATES Research Papers 1 MPRA Paper 1 UFAE and IAE Working Papers 1
Source
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RePEc 3
Showing 1 - 3 of 3
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Forecasting the Index of Financial Safety (IFS) of South Africa using neural networks
Matkovskyy, Roman - Volkswirtschaftliche Fakultät, … - 2012
This paper investigates neural network tools, especially the nonlinear autoregressive model with exogenous input (NARX …
Persistent link: https://www.econbiz.de/10011112098
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Forecasting Macroeconomic Variables using Neural Network Models and Three Automated Model Selection Techniques
Kock, Anders Bredahl; Teräsvirta, Timo - School of Economics and Management, University of Aarhus - 2011
In this paper we consider the forecasting performance of a well-defined class of flexible models, the so-called single hidden-layer feedforward neural network models. A major aim of our study is to find out whether they, due to their flexibility, are as useful tools in economic forecasting as...
Persistent link: https://www.econbiz.de/10009277000
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Multivariate Contemporaneous-Threshold Autoregressive Models
Dueker, Michael J.; Psaradakis, Zacharias; Sola, Martin; … - Departament d'Economia i Història Econòmica, … - 2010
This paper proposes a contemporaneous-threshold multivariate smooth transition autoregressive (C-MSTAR) model in which the regime weights depend on the ex ante probabilities that latent regime-specific variables exceed certain threshold values. A key feature of the model is that the transition...
Persistent link: https://www.econbiz.de/10008622207
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