Local projections and VARs estimate the same impulse responses

M Plagborg‐Møller, CK Wolf - Econometrica, 2021 - Wiley Online Library
We prove that local projections (LPs) and Vector Autoregressions (VARs) estimate the same
impulse responses. This nonparametric result only requires unrestricted lag structures. We …

Deconstructing monetary policy surprises—the role of information shocks

M Jarociński, P Karadi - American Economic Journal: Macroeconomics, 2020 - aeaweb.org
Central bank announcements simultaneously convey information about monetary policy and
the central bank's assessment of the economic outlook. This paper disentangles these two …

Inference based on structural vector autoregressions identified with sign and zero restrictions: Theory and applications

JE Arias, JF Rubio‐Ramírez, DF Waggoner - Econometrica, 2018 - Wiley Online Library
In this paper, we develop algorithms to independently draw from a family of conjugate
posterior distributions over the structural parameterization when sign and zero restrictions …

Svar (mis) identification and the real effects of monetary policy shocks

CK Wolf - American Economic Journal: Macroeconomics, 2020 - aeaweb.org
I argue that the seemingly disparate findings of the recent empirical literature on monetary
policy transmission are all consistent with the same standard macro models. Weak sign …

Inference based on SVARs identified with sign and zero restrictions: Theory and applications

J Arias, JF Rubio-Ramirez, DF Waggoner - 2014 - papers.ssrn.com
Are optimism shocks an important source of business cycle fluctuations? Are deficit-financed
tax cuts better than deficit-financed spending to increase output? These questions have …

Simultaneous confidence bands: Theory, implementation, and an application to SVARs

JL Montiel Olea… - Journal of Applied …, 2019 - Wiley Online Library
Simultaneous confidence bands are versatile tools for visualizing estimation uncertainty for
parameter vectors, such as impulse response functions. In linear models, it is known that that …

Inference in structural vector autoregressions when the identifying assumptions are not fully believed: Re-evaluating the role of monetary policy in economic …

C Baumeister, JD Hamilton - Journal of Monetary Economics, 2018 - Elsevier
Point estimates and error bands for SVARs that are set identified are only justified if the
researcher is persuaded that some parameter values are a priori more plausible than others …

Instrumental variable identification of dynamic variance decompositions

M Plagborg-Møller, CK Wolf - Journal of Political Economy, 2022 - journals.uchicago.edu
Macroeconomists increasingly use external sources of exogenous variation for causal
inference. However, unless such external instruments (proxies) capture the underlying …

Bayesian inference on structural impulse response functions

M Plagborg‐Møller - Quantitative Economics, 2019 - Wiley Online Library
I propose to estimate structural impulse responses from macroeconomic time series by
doing Bayesian inference on the Structural Vector Moving Average representation of the …

[HTML][HTML] Delta-method inference for a class of set-identified SVARs

B Gafarov, M Meier, JLM Olea - Journal of Econometrics, 2018 - Elsevier
We study vector autoregressions that impose equality and/or inequality restrictions to set-
identify the dynamic responses to a single structural shock. We make three contributions …