A note on GMM-estimation of probit models with endogenous regressors
Joachim Wilde
Statistical Papers,
No. 3,
2008
Abstract
Dagenais (1999) and Lucchetti (2002) have demonstrated that the naive GMM estimator of Grogger (1990) for the probit model with an endogenous regressor is not consistent. This paper completes their discussion by explaining the reason for the inconsistency and presenting a natural solution. Furthermore, the resulting GMM estimator is analyzed in a Monte-Carlo simulation and compared with alternative estimators.
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The Role of the Human Capital and Managerial Skills in Explaining the Productivity Gaps between East and West
Johannes Stephan, Wolfgang Steffen
Eastern European Economics,
No. 6,
2008
Abstract
This paper assess determinants of productivity gaps between firms in the European transition countries and regions and firms in West Germany. The analysis is conducted at the firm level by use of a unique database constructed by field work. The determinants tested in a simple econometric regression model are focussed upon the issue of human capital and modern market-oriented management. The results are novel in as much as a solution was established for the puzzling results in related research with respect to a comparison of formal qualification between East and West. Furthermore, the analysis was able to establish that the kind of human capital and expertise mostly needed in the post-socialist firms are related to the particular requirements of a competitive market-based economic environment. Finally, the analysis also finds empirical support for the role of capital deepening in productivity catch-up, as well as the case that the gaps in labour productivity are most importantly rooted in a more labour-intense production, which does not give rise to a competitive disadvantage.
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The Role of the Human Capital and Managerial Skills in Explaining the Productivity Gaps between East and West
Wolfgang Steffen, Johannes Stephan
IWH Discussion Papers,
No. 11,
2007
Abstract
This paper assess determinants of productivity gaps between firms in the European transition countries and regions and firms in West Germany. The analysis is conducted at the firm level by use of a unique database constructed by field work. The determinants tested in a simple econometric regression model are focussed upon the issue of human capital and modern market-oriented management. The results are novel in as much as a solution was established for the puzzling results in related research with respect to a comparison of formal qualification between East and West. Furthermore, the analysis was able to establish that the kind of human capital and expertise mostly needed in the post-socialist firms are related to the particular requirements of a competitive marketbased economic environment. Finally, the analysis also finds empirical support for the role of capital deepening in productivity catch-up, as well as the case that the gaps in labour productivity are most importantly rooted in a more labour-intense production, which does not give rise to a competitive disadvantage.
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Angewandte Industrieökonomik: Theorien, Modelle, Anwendungen
Ulrich Blum, Simone Müller, Andreas Weiske
,
2006
Abstract
Modern entrepreneurship comprises a mix of bourgeois morale and the striving for adventure: Bourgeois morale implies efficiency, reputation, the rule of the law. And adventure implies new frontiers, the spirit of competition, innovation and a pioneer’s attitude – up to the destruction of competitors. The modern entrepreneur’s social position thus is a ambiguous; the entrepreneur needs a special attitude with respect to economic activity as discussed by Werner Sombard (1913) and Max Weber (1905); society has to accept the positive ethical quality of profit seeking in order to survive. The modern theory of the enterprise promoted by neoclassic theory does not include any of these elements of real entrepreneurship. Industrial organisation theory tries to structure models closer to reality, thus allowing empirical testing. In many aspects, it is based on neoclassic theory, but also accepts the concept of strategic behaviour which includes potential reactions of other market participants in ones own activities. Elements of evolutionary economics, risk theory and modern information theory thus become important. The overarching question of the entrepreneur, who strives for a higher than normal profit in the market becomes: under which conditions should I enter the market and under which conditions will potential entrants do the same? How should I set my prizes and what reactions must I expect? How can I signal friendly behaviour to competitors? How can I differentiate myself from them? What importance do innovations and advertising have? The book roles out these questions in three large chapters on technology and market structure, on prize setting and signalling, and on research, development and innovation. An introduction explains individual behavioural patterns within the societal context – often in a historical perspective. Three methodological chapters introduce the reader into strategic thinking as the core aspect of the industrial organisation theory, the “old industrial organisation theory” and the neoclassic basic models. Each chapter is extended by exercises and tips for solutions.
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A note on GMM-estimation of probit models with endogenous regressors
Joachim Wilde
IWH Discussion Papers,
No. 4,
2005
Abstract
Dagenais (1999) and Lucchetti (2002) have demonstrated that the naive GMM estimator of Grogger (1990) for the probit model with an endogenous regressor is not consistent. This paper completes their discussion by explaining the reason for the inconsistency and presenting a natural solution. Furthermore, the resulting GMM estimator is analyzed in a Monte-Carlo simulation and compared with alternative estimators.
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