Multiple Structural Breaks in Interactive Effects Panel Data Models

ABSTRACT This paper develops new econometric methods for multiple structural break detection in panel data models with interactive fixed effects. The new methods include tests for the presence of structural breaks, estimators for the number of breaks and their location, and a method for constructing asymptotically valid break date confidence intervals. The new methodology is applied to a large panel of US banks for a period characterized by massive quantitative easing programs aimed at lessening the impact of the global financial crisis and the COVID‐19 pandemic. The question we ask is as follows: Have these programs been successful in spurring bank lending in the US economy? The short answer turns out to be: “No”.

Authors

Institutions

Publication Details

Journal
Journal of Applied Econometrics
Published
2024-11-12
DOI
https://doi.org/10.1002/jae.3097
Citations
37
Primary Topic
Spatial and Panel Data Analysis
Type
article
Field-Weighted Citation Impact
41.78

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiple Structural Breaks in Interactive Effects Panel Data Models

Jan Ditzen, Yiannis Karavias, Joakim Westerlund
37 citations
Journal of Applied Econometrics
Spatial and Panel Data Analysis
41.78
article

Multiple Structural Breaks in Interactive Effects Panel Data Models

Jan Ditzen, Yiannis Karavias, Joakim Westerlund
article en
37 citations

Abstract

ABSTRACT This paper develops new econometric methods for multiple structural break detection in panel data models with interactive fixed effects. The new methods include tests for the presence of structural breaks, estimators for the number of breaks and their location, and a method for constructing asymptotically valid break date confidence intervals. The new methodology is applied to a large panel of US banks for a period characterized by massive quantitative easing programs aimed at lessening the impact of the global financial crisis and the COVID‐19 pandemic. The question we ask is as follows: Have these programs been successful in spurring bank lending in the US economy? The short answer turns out to be: “No”.

Journal of Applied EconometricsVol. 40(1)
Deakin University (AU), Free University of Bozen-Bolzano (IT), Lund University (SE), Brunel University of London (GB)
Ministero dell’Istruzione, dell’Università e della Ricerca, Knut och Alice Wallenbergs Stiftelse, Libera Università di Bolzano, Universitat de les Illes Balears
Openalex Percentile: Top 0%
Spatial and Panel Data Analysis
41.78
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multiple Structural Breaks in Interactive Effects Panel Data Models — Jan Ditzen, Yiannis Karavias, et al. · Journal of Applied Econometrics (2024) | TGRS Research Map | TGRS