scholarly journals Identifying Modern Macro Equations with Old Shocks*

2020 ◽  
Vol 135 (4) ◽  
pp. 2255-2298
Author(s):  
Regis Barnichon ◽  
Geert Mesters

Abstract Despite decades of research, the consistent estimation of structural forward-looking macroeconomic equations remains a formidable empirical challenge because of pervasive endogeneity issues. Prominent cases—the estimation of Phillips curves, Euler equations, or monetary policy rules—have typically relied on using predetermined variables as instruments, with mixed success. In this work, we propose a new approach that consists in using sequences of independently identified structural shocks as instrumental variables. Our approach is robust to weak instruments and is valid regardless of the shocks’ variance contribution. We estimate a Phillips curve using monetary shocks as instruments and find that conventional methods substantially underestimate the slope of the Phillips curve.

Author(s):  
Stanislav Anatolyev ◽  
Alena Skolkova

In recent decades, econometric tools for handling instrumental-variable regressions characterized by many instruments have been developed. We introduce a command, mivreg, that implements consistent estimation and testing in linear instrumental-variables regressions with many (possibly weak) instruments. mivreg covers both homoskedastic and heteroskedastic environments, estimators that are both nonrobust and robust to error nonnormality and projection matrix limit, and parameter tests and specification tests both with and without correction for existence of moments. We also run a small simulation experiment using mivreg and illustrate how mivreg works with real data.


2008 ◽  
Vol 37 (1) ◽  
pp. 131-151 ◽  
Author(s):  
Hyeon-seung Huh ◽  
Hyun Hoon Lee ◽  
Namkyung Lee

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