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Working Paper
Simultaneous Spatial Panel Data Models with Common Shocks
Lu, Lina
(2017-08-09)
I consider a simultaneous spatial panel data model, jointly modeling three effects: simultaneous effects, spatial effects and common shock effects. This joint modeling and consideration of cross-sectional heteroskedasticity result in a large number of incidental parameters. I propose two estimation approaches, a quasi-maximum likelihood (QML) method and an iterative generalized principal components (IGPC) method. I develop full inferential theories for the estimation approaches and study the trade-off between the model specifications and their respective asymptotic properties. I further ...
Supervisory Research and Analysis Working Papers
, Paper RPA 17-3
Working Paper
The International Spillovers of Synchronous Monetary Tightening
Caldara, Dario; Ferrante, Francesco; Iacoviello, Matteo; Prestipino, Andrea; Queraltó, Albert
(2023-11-29)
We use historical data and a calibrated model of the world economy to study how a synchronous monetary tightening can amplify cross-border transmission of monetary policy. The empirical analysis shows that historical episodes of synchronous tightening are associated with tighter financial conditions and larger effects on economic activity than asynchronous ones. In the model, a sufficiently large synchronous tightening can disrupt intermediation of credit by global financial intermediaries causing large output losses and an increase in sacrifice ratios, that is, output lost for a given ...
International Finance Discussion Papers
, Paper 1384
Working Paper
The Green Corporate Bond Issuance Premium
Caramichael, John; Rapp, Andreas
(2022-06-02)
We study a global panel of green and conventional bonds to assess the borrowing cost advantage at issuance for green bond issuers. We find that, on average, green bonds have a yield spread that is 8 basis points lower relative to conventional bonds. This borrowing cost advantage, or greenium, emerges as of 2019 and coincides with the growth of the sustainable asset management industry following EU regulation. Within this context, we find that the greenium is linked to two proxies of demand pressure, bond oversubscription and bond index inclusion. Moreover, while green bond governance appears ...
International Finance Discussion Papers
, Paper 1346
Working Paper
Shrinkage estimation of high-dimensional factor models with structural instabilities
Schorfheide, Frank; Cheng, Xu; Liao, Zhipeng
(2013-12-01)
In high-dimensional factor models, both the factor loadings and the number of factors may change over time. This paper proposes a shrinkage estimator that detects and disentangles these instabilities. The new method simultaneously and consistently estimates the number of pre- and post-break factors, which liberates researchers from sequential testing and achieves uniform control of the family-wise model selection errors over an increasing number of variables. The shrinkage estimator only requires the calculation of principal components and the solution of a convex optimization problem, which ...
Working Papers
, Paper 14-4
Working Paper
The Evolution of Regional Beveridge Curves
Owyang, Michael T.; Shell, Hannah; Soques, Daniel
(2022-11-23)
The slow recovery of the labor market in the aftermath of the Great Recession highlighted mismatch, the misallocation of workers across space or across industries. We consider the historical evolution of regional mismatch. We construct MSA-level unemployment rates and vacancy data using techniques similar to Barnichon (2010) and a new dataset of online help-wanted ads by MSA. We estimate regional Beveridge curves, identifying the slopes by restricting them to be equal across locations with similar labor market characteristics. We find that the 51 U.S. cities in our sample have four groupings ...
Working Papers
, Paper 2022-037
Working Paper
The Growth Effects of El Niño and La Niña: Local Weather Conditions Matter
Damette, Olivier; Couharde, Cécile; Generoso , Rémi; Mohaddes, Kamiar
(2019-11-29)
This paper contributes to the climate-economy literature by analyzing the role of weather patterns in influencing the transmission of global climate cycles to economic growth. More specifically, we focus on El Niño Southern Oscillation (ENSO) events and their interactions with local weather conditions, taking into account the heterogeneous and cumulative effects of weather patterns on economic growth and the asymmetry and nonlinearity in the global influence of ENSO on economic activity. Using data on 75 countries over the period 1975-2014, we provide evidence for the negative growth effects ...
Globalization Institute Working Papers
, Paper 374
Working Paper
Pooled Bewley Estimator of Long-Run Relationships in Dynamic Heterogenous Panels
Smith, Ron P.; Chudik, Alexander; Pesaran, M. Hashem
(2021-05-27)
This paper, using the Bewley (1979) transformation of the autoregressive distributed lag model, proposes a pooled Bewley (PB) estimator of long-run coefficients for dynamic panels with heterogeneous short-run dynamics, in the same setting as the widely used Pooled Mean Group (PMG) estimator. The Bewley transform enables us to obtain an analytical closed form expression for the PB, which is not available when using the maximum likelihood approach. This lets us establish asymptotic normality of PB as n,T→∞ jointly, allowing for applications with n and T large and of the same order of ...
Globalization Institute Working Papers
, Paper 409
Working Paper
Commodity Exports, Financial Frictions and International Spillovers
Houssa, Romain; Mohimont, Jolan; Otrok, Christopher
(2022-12-17)
This paper offers a solution to the international co-movement puzzle found in open-economy macroeconomic models. We develop a small open-economy (SOE) dynamic stochastic general equilibrium (DSGE) model describing three endogenous channels that capture spillovers from the world to a commodity exporter: a world commodity price channel, a domestic commodity supply channel and a financial channel. We estimate our model with Bayesian methods on two commodity-exporting SOEs, namely Canada and South Africa. In addition to explaining international business cycle synchronization, the new model ...
Globalization Institute Working Papers
, Paper 419
Working Paper
The International Spillovers of Synchronous Monetary Tightening
Caldara, Dario; Ferrante, Francesco; Iacoviello, Matteo; Prestipino, Andrea; Queraltó, Albert
(2023-11-29)
We use historical data and a calibrated model of the world economy to study how a synchronous monetary tightening can amplify cross-border transmission of monetary policy. The empirical analysis shows that historical episodes of synchronous tightening are associated with tighter financial conditions and larger effects on economic activity than asynchronous ones. In the model, a sufficiently large synchronous tightening can disrupt intermediation of credit by global financial intermediaries causing large output losses and an increase in sacrifice ratios, that is, output lost for a given ...
International Finance Discussion Papers
, Paper 1384
Working Paper
FRED-MD: A Monthly Database for Macroeconomic Research
McCracken, Michael W.; Ng, Serena
(2015-06-15)
This paper describes a large, monthly frequency, macroeconomic database with the goal of establishing a convenient starting point for empirical analysis that requires "big data." The dataset mimics the coverage of those already used in the literature but has three appealing features. First, it is designed to be updated monthly using the FRED database. Second, it will be publicly accessible, facilitating comparison of related research and replication of empirical work. Third, it will relieve researchers from having to manage data changes and revisions. We show that factors extracted from our ...
Working Papers
, Paper 2015-12
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Chudik, Alexander 8 items
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forecasting 10 items
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