Causality by Vote: Aggregating Evidence on Causal Relations in Economic Growth Processes*

In this paper, we investigate the performance of five causality‐detection methods and the aggregation of their results when considering multiple units in a panel data setting. We employ voting rules as an aggregation procedure to determine which causal paths are identified for the sample population. Using both simulated and real‐world panel data, we show the performance of these methods in detecting the correct causal paths by comparing them to a benchmark that represents a standard growth model as the ground truth .

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Publication Details

Journal
Economic Papers A journal of applied economics and policy
Published
2025-04-01
DOI
https://doi.org/10.1111/1759-3441.12436
Primary Topic
Monetary Policy and Economic Impact
Type
article
Field-Weighted Citation Impact
0.00
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article

Causality by Vote: Aggregating Evidence on Causal Relations in Economic Growth Processes*

Fernando Delbianco, Fernando Tohmé, Manuel de Mier
Economic Papers A journal of applied economics and policy
Monetary Policy and Economic Impact
article

Causality by Vote: Aggregating Evidence on Causal Relations in Economic Growth Processes*

Fernando Delbianco, Fernando Tohmé, Manuel de Mier
article en

Abstract

In this paper, we investigate the performance of five causality‐detection methods and the aggregation of their results when considering multiple units in a panel data setting. We employ voting rules as an aggregation procedure to determine which causal paths are identified for the sample population. Using both simulated and real‐world panel data, we show the performance of these methods in detecting the correct causal paths by comparing them to a benchmark that represents a standard growth model as the ground truth .

Economic Papers A journal of applied economics and policyVol. 44(2)
Universidad Torcuato Di Tella (AR), Centro Científico Tecnológico - Bahía Blanca (AR), Universidad Nacional del Sur (AR)
Openalex Percentile: Top 91%
Monetary Policy and Economic Impact
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