---
title: Monitoring Poverty in Data-Deprived Lebanon
url: https://www.ml-quant.com/papers/repec/bla-revinw-v-71-y-2025-i-1-n-e12708/
site: ML-Quant (https://www.ml-quant.com)
updated: 2026-09-26
license: Summaries CC BY 4.0; links go to the original sources
index: https://www.ml-quant.com/llms.txt
identifier: RePEc:bla:revinw:v:71:y:2025:i:1:n:e12708
source_url: https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Froiw.12708%3Bh%3Drepec%3Abla%3Arevinw%3Av%3A71%3Ay%3A2025%3Ai%3A1%3An%3Ae12708
featured: 2025-03-05
citations: unknown
topic: Other
---


# Monitoring Poverty in Data-Deprived Lebanon

The paper uses a new data augmentation technique to study poverty in the Middle East and North Africa, specifically Lebanon, using alternative data sources when traditional income data is scarce or unavailable.

- Source: https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fdoi.org%2F10.1111%2Froiw.12708%3Bh%3Drepec%3Abla%3Arevinw%3Av%3A71%3Ay%3A2025%3Ai%3A1%3An%3Ae12708
- Identifier: RePEc:bla:revinw:v:71:y:2025:i:1:n:e12708
- Released: 2025-03-05
- First featured: Quant Letter No. 87 (2025-03-05): https://www.ml-quant.com/issues/2025-03-05/
- Citations (Semantic Scholar): not tracked
- Published in: not yet
- Topic: Other

## Related

- [Duality in optimal consumption–investment problems with alternative data](https://www.ml-quant.com/papers/arxiv/2210.08422/): The research presents a new duality theory for optimal consumption-investment problem, incorporating alternative data like social media commentary and COVID-19 data, and suggests a consumption-investment strategy using these data.
- [Satellite and Mobile Phone Data Reveal How Violence Affects Seasonal Migration in Afghanistan](https://www.ml-quant.com/papers/arxiv/2507.00279/): Research using satellite imagery and phone records shows that long-term conflict, such as Taliban control, impacts seasonal migration in Afghanistan, but extreme violent events do not significantly disrupt labor flows.
- [Close Encounters of the LEO Kind: Spillovers and Resilience in Partially-Automated Traffic Systems](https://www.ml-quant.com/papers/arxiv/2410.04599/): The study analyzes the impact of unexpected disruptions like the COSMOS-1408 anti-satellite missile test on partially-automated traffic systems in low-Earth orbit, offering insights for future space traffic disruption models.
- [Optimal Consumption-Investment with Alternative Data](https://www.ml-quant.com/papers/repec/spr-finsto-v-28-y-2024-i-3-d-10-1007-s00780-024-00535-3/): The study presents a new duality theory for optimal consumption-investment problem, using alternative data like social media commentary and pandemic data for predicting stock trends, and offers a unique smooth solution for an agent with constant relative risk aversion.
- [Satellite Census for Climate Risk in Housing](https://www.ml-quant.com/papers/ssrn/4975765/): The article suggests using open-source satellite data to map residential buildings worldwide, aiming to evaluate their vulnerability to climate risks and their environmental effects.
- [Consistency Matters: Investor Reactions to Alternative Data in Light of Financial Reporting](https://www.ml-quant.com/papers/ssrn/4761434/): Investors only significantly respond to alternative data in financial decisions if it aligns with previous financial reports, according to a study.
