articleThe Review of Economics and StatisticsNov 1, 2003Closed access

Identification Through Heteroskedasticity

New School

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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…

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930
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Authors

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Topics & keywords

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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