Identification Through Heteroskedasticity
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Abstract
This paper develops a method for solving the identification problem that arises in simultaneous-equation models. It is based on the heteroskedasticity of the structural shocks. For simplicity, I consider heteroskedasticity that can be described as a two-regime process and show that the system is just identified. I discuss identification under general conditions, such as more than two regimes, when common unobservable shocks exist, and situations in which the nature of the heteroskedasticity is misspecified. Finally, I use this methodology to measure the contemporaneous relationship between the returns on Argentinean, Brazilian, and Mexican sovereign bonds—a case in which standard identification methodologies…
Citation impact
930
total citations
- FWCI
- 25.84
- Percentile
- 100%
- References
- 8
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Authors
1Topics & keywords
Topics
Keywords
- Heteroscedasticity
- Identification (biology)
- Unobservable
- Econometrics
- Economics
- Measure (data warehouse)
- Computer science
- Data mining
UN Sustainable Development Goals
- Peace, Justice and strong institutions
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