Traditional vector autoregressions derive impulse responses using iterative techniques that may compound specification errors. Local projection techniques are robust to this problem, and Monte Carlo evidence suggests they provide reliable estimates of the true impulse responses. We use local...

The purpose of this paper is to analyze the dynamic response of a small subset of variables to exchange rate shocks by using a new method based on a set of theory-consistent sign restrictions for the purpose of identifying shocks over time (1995Q1–2019Q1) in the Moroccan economy. It is...

In this paper, we investigate the sources of heterogeneity within the euro area. For this purpose, we build an optimization-based multi-country model (MCM) that allows different sources of heterogeneity across countries, both in terms of behavior of economic agents and in terms of asymmetry of...

We characterize the restrictions imposed by the minimal I(2)-to-I(1) transformation that underlies much applied work, e.g. on money demand relationships or open-economy pricing relationships. The relationship between the parameters of the original I(2) vector autoregression, including the...

Introducing the approach by Masanao Aoki (1981) to time series econometrics, we show that the dynamics of symmetric linear possibly cointegrated two-country VAR models can be separated into two autonomous subsystems: the country averages and country differences, where the latter includes the...

We propose a method for estimating a subset of the parameters of a structural rational expectations model by exploiting changes in policy. We define a class of models, midway between a vector autoregression and a structural model, that we call the recoverable structure. As an application of our...

In this study, we explore the pass-through of exchange rate fluctuations to domestic CPI and its components for Azerbaijan, Kazakhstan and Russia. Using the data of 2003:Q1- 2016:Q2, we estimate a VAR model and find significant but incomplete pass-through in all sample countries. The accumulated...

In recent years, New Keynesian dynamic stochastic general equilibrium (NK DSGE) models have become increasingly popular in the academic literature and in policy analysis. However, the success of these models in reproducing the dynamic behavior of an economy following structural shocks is still...

I estimate DSGE models with recurring regime changes in monetary policy (inflation target and reaction coefficients), technology (growth rate and volatility), and/or nominal price rigidities. In the models, agents are assumed to know deep parameter values but make probabilistic inference about...

The estimation of structural dynamic factor models (DFMs) for large sets of variables is attracting considerable attention. In this paper we briefly review the underlying theory and then compare the impulse response functions resulting from two alternative estimation methods for the DFM....