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Spatial panel data forecasting over different horizons, cross-sectional and temporal dimensions
Mayor, Matías; Patuelli, Roberto - In: Revue d'économie régionale & urbaine : RERU (2015) 1/2, pp. 149-177
Persistent link: https://www.econbiz.de/10011457959
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Spatial panel data forecasting over different horizons, cross-sectional and temporal dimensions
Mayor, Matías; Patuelli, Roberto - 2013
Empirical assessments of the forecasting power of spatial panel data econometric models are still scarcely available … test different forecasting horizons, in order to investigate the speed of deterioration of forecasting quality. We compare … appears to diminish as the forecasting horizon widens, eventually leading the SF model to being preferred for more distant …
Persistent link: https://www.econbiz.de/10011730872
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Forecasting Regional Employment in Germany by Means of Neural Networks and Genetic Algorithms
Patuelli, Roberto; Longhi, Simonetta; Reggiani, Aura; … - EconWPA - 2005
The aim of this paper is to develop and apply Neural Network (NN) models in order to forecast regional employment patterns in Germany. NNs are statistical tools based on learning algorithms with a distribution over a large amount of quantitative data. NNs are increasingly deployed in the social...
Persistent link: https://www.econbiz.de/10005134566
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Spatial Panel Data Forecasting over Different Horizons, Cross-Sectional and Temporal Dimensions
Mayor, Matías; Patuelli, Roberto - Rimini Centre for Economic Analysis (RCEA) - 2013
Empirical assessments of the forecasting power of spatial panel data econometric models are still scarcely available … test different forecasting horizons, in order to investigate the speed of deterioration of forecasting quality. We compare … appears to diminish as the forecasting horizon widens, eventually leading the SF model to being preferred for more distant …
Persistent link: https://www.econbiz.de/10010734921
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K-optimal design via semidefinite programming and entropy optimization
Maréchal, Pierre; Ye, Jane J.; Zhou, Julie - In: Mathematics of operations research 40 (2015) 2, pp. 495-512
Persistent link: https://www.econbiz.de/10011283232
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A convex dual approach to the computation of NMR complex spectra
Borwein, Jonathan M.; Maréchal, Pierre; Naugler, David - In: Computational Statistics 51 (2000) 1, pp. 91-102
The particular entropy method proposed by Hoch et al. [7] for the computation of NMR complex spectra allows an elegant application of the concepts of duality theory. Correspondingly, duality theory casts new light on their choice of entropy. The purpose of this paper is to present the relevant...
Persistent link: https://www.econbiz.de/10010847730
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A convex dual approach to the computation of NMR complex spectra
Borwein, Jonathan M.; Maréchal, Pierre; Naugler, David - In: Mathematical Methods of Operations Research 51 (2000) 1, pp. 91-102
The particular entropy method proposed by Hoch et al. [7] for the computation of NMR complex spectra allows an elegant application of the concepts of duality theory. Correspondingly, duality theory casts new light on their choice of entropy. The purpose of this paper is to present the relevant...
Persistent link: https://www.econbiz.de/10010950144
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On the endogeneity of an exogenous OCA-criterion: The impact of specialisation on the synchronisation of regional business cycles in Europe
Belke, Ansgar; Heine, Jens Michael - 2001
This paper empirically assesses the impact of specialisation on the synchronisation of regional business cycles in two core countries of EMU, namely France and Germany. Several specialisation indices are introduced and some first stylised facts about interregional business cycle correlations are...
Persistent link: https://www.econbiz.de/10010295593
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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
forecasting range. Next, additional forecasts are computed, by combining the NN methodology with Shift-Share Analysis (SSA). Since …-of-sample forecasting ability of the models is evaluated by means of several appropriate statistical indicators. …
Persistent link: https://www.econbiz.de/10010325269
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Job Creation, Destruction, and Regional Employment Growth: Evidence from Korean Establishment-level Data
Cho, Jang Hee; Chun, Hyun Bae; Lee, Yoonsoo; Yi, In Sill - In: KDI Journal of Economic Policy 37 (2015) 4, pp. 55-74
Using the Census on Establishments collected by Statistics Korea, we analyze how the patterns of job creation and destruction differ across counties (si-gun-gu). We measure aggregate employment changes due to establishment startups, expansions, contractions, and shutdowns for each county and...
Persistent link: https://www.econbiz.de/10012034791