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Nonlinear time series and neural-network models of exchange rates between the US Dollar and major currencies
Allen, David E.; McAleer, Michael; Peiris, Shelton; … - 2015
, including smooth transition regression models, logistic smooth transition regressions models, threshold autoregressive models … are captured best by neural net regression models, over the ten year sample of daily exchange rate returns data, from …
Persistent link: https://www.econbiz.de/10011378229
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Interquantile expectation regression
Barendse, Sander - 2017
. Our so-called interquantile expectation regression (IQER) estimator is based on the GMM framework. We derive consistency …
Persistent link: https://www.econbiz.de/10011622915
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New explanatory models for analysing spatial innovation : a comparative investigation
Reggiani, Aura; Nijkamp, Peter; Sabella, Enrico - 1998
Persistent link: https://www.econbiz.de/10000168256
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European freight transport analysis using neural networks and logit models
Reggiani, Aura; Nijkamp, Peter; Tsang, Wai Fai - 1997
Persistent link: https://www.econbiz.de/10000956249
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Possibly ill-behaved posteriors in econometric models
Hoogerheide, Lennart; Dijk, Herman K. van - 2008
Highly non-elliptical posterior distributions may occur in several econometric models, in particular, when the likelihood information is allowed to dominate and data information is weak. We explain the issue of highly non-elliptical posteriors in a model for the effect of education on income...
Persistent link: https://www.econbiz.de/10011374406
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New explanatory models for analysing spatial innovation : a comparative investigation
Reggiani, Aura; Nijkamp, Peter; Sabella, Enrico - 1999
between NN models and a conventional tool often used in spatial economics studies, viz. (non)linear regression analysis. The …
Persistent link: https://www.econbiz.de/10011300560
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New neural network methods for forecasting regional employment : an analysis of German labour markets
Patuelli, Roberto; Reggiani, Aura; Nijkamp, Peter; … - 2006
patterns in Germany. NNs are modern statistical tools based on learning algorithms that are able to process large amounts of …
Persistent link: https://www.econbiz.de/10011348710
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Behaviour of humans and behaviour of models in dynamic space
Nijkamp, Peter - 2011
Persistent link: https://www.econbiz.de/10009720783
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European freight transport analysis using neural networks and logit models
Reggiani, Aura; Nijkamp, Peter; Tsang, Wai Fai - 1997
-temporal patterns of new transport economic scenarios.In view of the high dimension of our data-base on transport flows, two different … attention as a new approach that is able to capture major patterns of flows, on the basis of fuzzy and incomplete information …
Persistent link: https://www.econbiz.de/10010336356