Andrew Tiffin

International Monetary Fund (IMF)

700 19th Street, N.W.

Washington, DC 20431

United States

SCHOLARLY PAPERS

7

DOWNLOADS

920

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (7)

1.

Vulnerabilities in Emerging Southeastern Europe - How Much Cause for Concern?

IMF Working Paper No. 07/236
Number of pages: 46 Posted: 25 Jan 2008
International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 239 (179,299)

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Working Paper, Economic indicators, Europe, Capital inflows, Emerging markets, Adjustment process, Crisis prevention

2.

Ukraine: The Cost of Weak Institutions

IMF Working Paper No. 06/167
Number of pages: 29 Posted: 26 Jul 2006
Andrew Tiffin
International Monetary Fund (IMF)
Downloads 197 (214,779)

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Total factor productivity, stochastic frontiers, technical efficiency, institutions, transition economies

3.

Seeing in the Dark: A Machine-Learning Approach to Nowcasting in Lebanon

IMF Working Paper No. 16/56
Number of pages: 21 Posted: 26 Apr 2016
Andrew Tiffin
International Monetary Fund (IMF)
Downloads 135 (293,795)

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Macroeconomic Forecasts, Nowcasting, Random Forests, Elastic Net, LASSO, Statistical Learning, Cross Validation, Ensemble, Variable Selection, gdp, data, variables, prediction, value, General

4.

Machine Learning and Causality: The Impact of Financial Crises on Growth

IMF Working Paper No. 19/228
Number of pages: 31 Posted: 03 Dec 2019
Andrew Tiffin
International Monetary Fund (IMF)
Downloads 120 (320,636)

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Financial soundness indicators, Economic analysis, Financial crises, Banking crisis, Economic sectors, Supervised machine learning, causal inference, policy evaluation, counterfactual prediction, randomized experiments, treatment effects, financial crisis., WP, treatment effect, covariates, dataset, machine learn

5.

The Link between Adherence to International Standards of Good Practice, Foreign Exchange Spreads, and Ratings

IMF Working Paper No. 03/74
Number of pages: 33 Posted: 29 Jan 2006
International Monetary Fund (IMF) , Policy Development and Review, International Monetary Fund (IMF) - Policy Development and Review Department and International Monetary Fund (IMF)
Downloads 116 (328,358)

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Standards and codes, foreign exchange spreads, credit ratings, crisis prevention

6.

European Productivity, Innovation and Competitiveness: The Case of Italy

IMF Working Paper No. 14/79
Number of pages: 24 Posted: 03 Jun 2014
Andrew Tiffin
International Monetary Fund (IMF)
Downloads 90 (387,921)

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Global competitiveness, Italy, Exports, Productivity, Labor costs, shift share analysis, CMSA, export growth, export performance, exporters, reer, unit labor costs, world exports, export quality, export competitiveness, export unit, export share, export sector, trade flows, exporting firms, financial crisis, export sectors, market exporters, share of world exports, export market share, export data, export shares, export prices, global exports, export base, total exports, open economy macroeconomics, recession, export growth rate, movement of export, exporting country, export industries, gross exports, export industry

7.

Overcoming Data Sparsity: A Machine Learning Approach to Track the Real-Time Impact of COVID-19 in Sub-Saharan Africa

IMF Working Paper No. 2022/088
Number of pages: 23 Posted: 25 May 2022
International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 23 (679,849)

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Sub-Saharan Africa, Economic Activity, GDP, Machine Learning, Nowcasting, COVID-19, machine learning approach, data sparsity, GDP statistics, crisis in Sub-Saharan Africa, learning framework, Oil prices, Real effective exchange rates, Africa, Global