Structural Threshold Regression
Abstract
This paper introduces the structural threshold regression model that allows for an endogeneous threshold variable as well as for endogenous regressors. This model provides a parsimonious way of modeling nonlinearities and has many potential applications in economics and finance. Our framework can be viewed as a generalization of the simple threshold regression framework of Hansen (2000) and Caner and Hansen (2004) to allow for the endogeneity of the threshold variable and regime specific heteroskedasticity. Our estimation of the threshold parameter is based on a concentrated least squares method that involves an inverse Mills ratio bias correction term in each regime. We derive its asymptotic distribution and propose a method to construct bootstrap confidence intervals. We also provide inference for the slope parameters based on GMM. Finally, we investigate the performance of the asymptotic approximations and the bootstrap using a Monte Carlo simulation that indicates the applicability of the method in finite samples.Download Info
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Paper provided by The Rimini Centre for Economic Analysis in its series Working Paper Series with number 49_11.Length:
Date of creation: Nov 2011
Date of revision:
Handle: RePEc:rim:rimwps:49_11
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Keywords:Other versions of this item:
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2009. "Structural Threshold Regression," Working Papers 0907, University of Guelph, Department of Economics.
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2011. "Structural Threshold Regression," University of Cyprus Working Papers in Economics 13-2011, University of Cyprus Department of Economics.
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2009. "Structural Threshold Regression," Working Paper Series 22_09, The Rimini Centre for Economic Analysis, revised Jan 2009.
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2008. "Structural Threshold Regression," Discussion Papers Series, Department of Economics, Tufts University 0717, Department of Economics, Tufts University.
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-11-28 (All new papers)
- NEP-ETS-2011-11-28 (Econometric Time Series)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2009.
"Do Institutions Rule? The Role of Heterogeneity in the Institutions vs. Geography Debate,"
Working Papers
0910, University of Guelph, Department of Economics.
- Andros Kourtellos & Thanasis Stengos & Chih ming Tan, 2010. "Do institutions rule? The role of heterogeneity in the institutions vs. geography debate," Economics Bulletin, AccessEcon, vol. 30(3), pages 1710-1719.
- Andros Kourtellos & Thanasis Strengos & Chih Ming Tan, 2009. "Do Institutions Rule? The Role of Heterogeneity in the Institutions vs. Geography Debate," Discussion Papers Series, Department of Economics, Tufts University 0735, Department of Economics, Tufts University.
- Ugo Panizza & Andrea Filippo Presbitero, 2013. "Public Debt and Economic Growth in Advanced Economies: A Survey," Mo.Fi.R. Working Papers 78, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
- Borek Vasicek, 2010.
"Is Monetary Policy in New Members States Asymmetric?,"
William Davidson Institute Working Papers Series
wp1005, William Davidson Institute at the University of Michigan.
- Vašíček, Bořek, 2012. "Is monetary policy in the new EU member states asymmetric?," Economic Systems, Elsevier, vol. 36(2), pages 235-263.
- Borek Vasícek, 2010. "Is Monetary Policy in New Members States Asymmetric?," Working Papers wpdea1010, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Borek Vasicek, 2011. "Is Monetary Policy in the New EU Member States Asymmetric?," Working Papers 2011/05, Czech National Bank, Research Department.
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2012.
"The Effect of Public Debt on Growth in Multiple Regimes,"
Working Paper Series
60_12, The Rimini Centre for Economic Analysis.
- Andros Kourtellos & Thanasis Stengos & Chih Ming Tan, 2012. "The Effect of Public Debt on Growth in Multiple Regimes," Working Papers 1210, University of Guelph, Department of Economics.
- David Coyne & Chih Ming Tan, 2012. "Do Political Institutions Yield Multiple Growth Regimes?," Working Paper Series 36_12, The Rimini Centre for Economic Analysis.
- Zisimos Koustas & Jean-François Lamarche, 2012.
"Instrumental variable estimation of a nonlinear Taylor rule,"
Empirical Economics,
Springer, vol. 42(1), pages 1-20, February.
- Zisimos Koustas & Jean-Francois Lamarche, 2009. "Instrumental variable estimation of a nonlinear Taylor rule," Working Papers 0909, Brock University, Department of Economics, revised Jul 2010.
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