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A spatial panel data version of the knowledge capital model

Bekesi, Daniel; Hammer, Christoph; Koch, Matthias; … - 2011

This paper attempts to analyze the impact of knowledge and knowledge spillovers on regional total factor productivity (TFP) in Europe. Regional patent stocks are used as a proxy for knowledge, and TFP is measured in terms of a superlative index. We follow Fischer et. al (2008) by using a...

Persistent link: https://www.econbiz.de/10011541631

The estimation of spatial autoregressive models with missing data of the dependent variables

Koch, Matthias - 2010

This paper focuses on several estimation methods for SAR- models in case of missing observations in the dependent … in the failure of the 'traditional' estimation methods. To estimate the SAR- model with missings we propose different … estimation methods, like GMM, NLS and OLS. We will suggest to derive some of the estimators based on a model approximation. A …

Persistent link: https://www.econbiz.de/10012653811

Regional income convergence in Europe : a Bayesian model averaging perspective : 52th European Congress of the Regional Science Association International August 21-25, 2012, Bratis...

Gmeinder, Michael; Piribauer, Philipp; Schoiswohl, Florian - 2012

Econometrics, forthcoming. LeSage, J., Fischer, M. (2008), 'Spatial Growth Regressions, Model Specification, Estimation, and …

Persistent link: https://www.econbiz.de/10011509195

Die Zukunft des Sozialstaates : Stillstand, Evolution oder Revolution?

Berthold, Norbert - In: Wirtschaftspolitik im Wandel : Ordnungsdefizite und …, (pp. 153-179). 2018

Persistent link: https://www.econbiz.de/10011806202

Spatial filtering and model interpretation for spatial Durbin Models

Koch, Matthias - 2012

literature. Pace et al. (2011) show that the spatial filtering methods developed by Griffith (2000) have desireable estimation … used spatial weight matrix. This paper tackles both problems by introducing a new four step estimation procedure based on … the eigenvectors of the spatial weight matrix. This new estimation procedure estimates all parameters of interest in a …

Persistent link: https://www.econbiz.de/10011507147

Agent teams and evolutionary computation : optimizing semi-parametric spatial autoregressive models

Krisztin, Tamás; Koch, Matthias - 2011 - Manuscript received January 26, 2011

Classical spatial autoregressive models share the same weakness as the classical linear regression models, namely it is not possible to estimate non-linear relationships between the dependent and independent variables. In the case of classical linear regression a semi-parametric approach can be...

Persistent link: https://www.econbiz.de/10011527332

Of cells and cities : a comparative econometric and cellular automata approach to urban growth modeling

Krisztin, Tamás; Vaz, Eric de Noronha; Koch, Matthias - 2011

This paper presents a comparative assessment of two distinct urban growth modeling approaches. The first urban model uses a traditional Cellular Automata methodology, based on Markov transition chains to prospect probabilities of future urban change. Drawing forth from non-linear cell dynamics,...

Persistent link: https://www.econbiz.de/10011527334

Time series and spatial interaction : an alternative method to detect converging clusters

Alexiadis, Stilianos; Koch, Matthias; Krisztin, Tamás - 2011

In this paper an attempt is made to assess the hypothesis of re- gional club-convergence, using a spatial panel analysis combined with B-Splines. In this context, a 'convergence-club' is conceived as a group of regions that in the long-run move towards steady-state equilib- rium, approximated in...

Persistent link: https://www.econbiz.de/10011527336

Parameter spaces for stationary DGPs in spatial econometric modelling

Koch, Matthias - 2011

Unlike the time series literature the spatial econometric literature has not really dealt with the issue of the parameter space. This paper shows that current parameter space concepts for spatial econometric DGPs are inadequate. It proves that the parameter space proposed by Kelejian and Prucha...

Persistent link: https://www.econbiz.de/10011536548