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New Neural Network Methods for Forecasting Regional Employment : An Analysis of German Labour Markets

Patuelli, Roberto - 2010

patterns in Germany. NNs are modern statistical tools based on learning algorithms that are able to process large amounts of … compares two NN methodologies. First, it uses NNs to forecast regional employment in both the former West and East Germany … differences in the size and time horizons of the data, the forecasts for West and East Germany are computed separately. The out …

Persistent link: https://www.econbiz.de/10012717667

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. Moreover, several methodological contributions rely on simulated data to showcase the potential of proposed methods. While simulations may be useful to evaluate the properties of...

Persistent link: https://www.econbiz.de/10011730872

Regional forecasting on labour markets

Knobel, Claudia (ed.) - 2008 - 1. Aufl.

Persistent link: https://www.econbiz.de/10003779842

Forecasting regional labour market developments under spatial heterogeneity and spatial autocorrelation

Longhi, Simonetta; Nijkamp, Peter - 2005

Because of heterogeneity across regions, economic policy measures are increasingly targeted at the regional level. As a result, the need for economic forecasts at a sub-national level is rapidly increasing. The data available to compute regional forecasts is usually based on a pseudo-panel that...

Persistent link: https://www.econbiz.de/10011343272

A short-term forecasting model for sectoral regional employment

Trívez Bielsa, Francisco J.; Mur, Jésus - In: The annals of regional science : an international … 33 (1999) 1, pp. 69-91

Persistent link: https://www.econbiz.de/10001390250

Forecasting the unemployment rate over districts with the use of distinct methods

Wozniak, Marcin - In: Studies in nonlinear dynamics and econometrics : SNDE ; … 24 (2020) 2, pp. 1-20

Persistent link: https://www.econbiz.de/10012198640

A Short-Term Forecasting Model for Sectoral Regional Employment

Trivez, Javier; Mur, Jesus - 1999

Problems associated with employment have become a major issue in regional economics, especially in those countries, such as Spain, where unemployment represents a serious threat to regional stability. In this context, the purpose of our paper is twofold: first, to develop a prediction instrument...

Persistent link: https://www.econbiz.de/10014200966

Forecasting regional labour markets with GVAR models and indicators

Schanne, Norbert - 2010

The development of employment and unemployment in regional labour markets is known to spatially interdependent. Global Vector-Autoregressive (GVAR) models generate a link between the local and the surrounding labour markets and thus might be useful when analysing and forecasting employment and...

Persistent link: https://www.econbiz.de/10011574910

Spatial dependence and heterogeneity in empirical analyses of regional labour market dynamics

Schanne, Norbert - 2015

Persistent link: https://www.econbiz.de/10011300406

Regional occupational employment projections : modeling supply constraints in the direct-requirements approach

Sweeney, Stuart H. - In: Journal of regional science 44 (2004) 2, pp. 263-288

Persistent link: https://www.econbiz.de/10002134981