Showing 1 - 10 of 126
In this paper, we present a limiting distribution theory for the break point estimator in a linear regression model with multiple structural breaks obtained by minimizing a Two Stage Least Squares (2SLS) objective function. Our analysis covers both the case in which the reduced form for the...
Persistent link: https://www.econbiz.de/10008464834
There is compelling evidence that many macroeconomic and financial variables are not generated by linear models. This evidence is based on testing linearity against either smooth nonlinearity or piece-wise linearity, but there is no framework that encompasses both. This paper provides an...
Persistent link: https://www.econbiz.de/10010759976
This comprehensive Handbook presents the current state of art in the theory and methodology of macroeconomic data analysis. It is intended as a reference for graduate students and researchers interested in exploring new methodologies, but can also be employed as a graduate text. The Handbook...
Persistent link: https://www.econbiz.de/10011173813
In this paper, we extend Bai and Perron’s (1998, Econometrica, p.47-78) framework for multiple break testing to linear models estimated via Two Stage Least Squares (2SLS). Within our framework, the break points are estimated simultaneously with the regression parameters via minimization of the...
Persistent link: https://www.econbiz.de/10005622193
In this paper, we present a limiting distribution theory for the break point estimator in a linear regression model estimated via Two Stage Least Squares under two different scenarios regarding the magnitude of the parameter change between regimes. First, we consider the case where the parameter...
Persistent link: https://www.econbiz.de/10005790127
We are grateful to Mehmet Caner, Manfred Deistler, John Einmahl, Atsushi Inoue and Denise Osborn for their comments, as well as for the comments of participants at the presentation of this paper at the Conference on Breaks and Persistence in Econometrics, London, UK, December 2006, Inference and...
Persistent link: https://www.econbiz.de/10008479164
This paper considers the linear model with endogenous regressors and multiple changes in the parameters at unknown times. It is shown that minimization of a Generalized Method of Moments criterion yields inconsistent estimators of the break fractions, but minimization of the Two Stage Least...
Persistent link: https://www.econbiz.de/10010594958
There is compelling evidence that many macroeconomic and financial variables are not generated by linear models. This evidence is based on testing linearity against either smooth nonlinearity or piece-wise linearity, but there is no framework that encompasses both. This paper provides an...
Persistent link: https://www.econbiz.de/10010594973
In this paper, we extend Bai and Perron's (1998, Econometrica, pp. 47-78) method for detecting multiple breaks to nonlinear models. To that end, we consider a nonlinear model that can be estimated via nonlinear least squares (NLS) and features a limited number of parameter shifts occurring at...
Persistent link: https://www.econbiz.de/10008568351
We are grateful to Denise Osborn and Eric Renault for valuable comments and to Nikolaos Sakkas for assistance with the computations. The paper has also benefited from the comments of a co-editor and three anonymous referees. An earlier version of this paper was circulated under the title...
Persistent link: https://www.econbiz.de/10008461584