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Revenue Mobilization for a Resilient and Inclusive Recovery in the Middle East and Central Asia

Author/Editor: Genevieve Verdier, Brett Rayner, Priscilla S Muthoora, Charles Vellutini, Ling Zhu, Vincent de Paul Koukpaizan, Alireza Marahel, Mahmoud Harb, Imen Benmohamed, Shafik Hebous, Andrew Okello, Nathalie Reyes, Thomas Benninger, Bernard Sanya.

Release Date:July, 2022

Domestic revenue mobilization has been a longstanding challenge for countries in the Middle East and Central Asia. Insufficient revenue has often constrained priority social and infrastructure more...



Price: $20.00
The More the Merrier? A Machine Learning Algorithm for Optimal Pooling of Panel Data

Author/Editor: Marijn A Bolhuis, Brett Rayner.

Release Date:February, 2020

We leverage insights from machine learning to optimize the tradeoff between bias and variance when estimating economic models using pooled datasets. Specifically, we develop a simple algorithm that more...



Price: $18.00
Deus ex Machina? A Framework for Macro Forecasting with Machine Learning

Author/Editor: Marijn A Bolhuis, Brett Rayner.

Release Date:February, 2020

We develop a framework to nowcast (and forecast) economic variables with machine learning techniques. We explain how machine learning methods can address common shortcomings of traditional OLS-based more...



Price: $18.00
Grants, Remittances, and the Equilibrium Real Exchange Rate in Sub-Saharan African Countries

Author/Editor: Joannes Mongardini, Brett Rayner.

Release Date:April, 2009

This paper builds on the methodology developed by Chudik and Mongardini (2007) to estimate the relationship between grants and remittances and the equilibrium real exchange rate in Sub-Saharan more...



Price: $18.00