Data · dataset · 2024
Expecting the unexpected: Stressed scenarios for economic growth (Replication data)
Listed in e-cienciaDatos
We propose the construction of conditional growth densities under stressed factor scenarios to assess the level of exposure of an economy to small probability but potentially catastrophic economic and/or financial scenarios, which can be either domestic or international.
Description
The choice of severe yet plausible stress scenarios is based on the joint probability distribution of the underlying factors driving growth, which are extracted with a multi-level Dynamic Factor Model (DFM) from a wide set of domestic/worldwide and/or macroeconomic/financial variables.
All together, we provide a risk management tool that allows for a complete visualization of the dynamics of the growth densities under average scenarios and extreme scenarios. We calculate Growth-in-Stress (GiS) measures, defined as the 5% quantile of the stressed growth densities, and show that GiS is a useful and complementary tool to Growth-at-Risk (GaR) when policymakers wish to carry out a multi-dimensional scenario analysis.
Read the rest (1 more)
The unprecedented economic shock brought by the COVID19 pandemic provides a natural environment to assess the vulnerability of US growth with the proposed methodology.
Links
Where it is published
- Dataverse dataset page edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi%3A10.15456%2FJAE.2024100.152536… ↗
landing page · from edatos consorciomadrono es
- DOI doi.org/10.15456/jae.2024100.1525366766 ↗
DOI / persistent id · from edatos consorciomadrono es
Catalogue records · 1
- Dataverse API edatos.consorciomadrono.es/api/datasets/:persistentId/?persistentId=doi%3A10.15456%2FJAE.… ↗
metadata API · from edatos consorciomadrono es
Topics
- From keywords
- Economics & Finance
- Inferred from text
- Economic models and forecasting 81%
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| e-cienciaDatos | doi:10.15456/JAE.2024100.1525366766 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:380203 | enrichment · edatos consorciomadrono es | taxonomy-embedding@1.1.0 | title+keywords+description (81%) |
| concepts[field].local:field:economics-finance | mapping · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| created_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| description | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /description |
| publication_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| title | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /name |
| updated_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 |