External Linkages and Economic Growth in Colombia: Insights from A Bayesian VAR Model

External Linkages and Economic Growth in Colombia: Insights from A Bayesian VAR Model PDF

Author: Lisandro Abrego

Publisher: International Monetary Fund

Published: 2008

Total Pages: 30

ISBN-13:

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This paper investigates the sensitivity of Colombian GDP growth to the surroundingmacroeconomic environment. We estimate a Bayesian VAR model with informative steady-statepriors for the Colombian economy using quarterly data from 1995 to 2007. A variancedecomposition shows that world GDP growth and government spending are the most importantfactors, explaining roughly 17 and 16 percent of the variance in Colombian GDP growthrespectively. The model, which is shown to forecast well out-of-sample, can also be used toanalyse alternative scenarios. Generating both endogenous and conditional forecasts, we showthat the impact on Colombian GDP growth of a substantial downturn in world GDP growthwould be non-negligible but still a mild decline by historical standards.

How External Factors Affect Domestic Economy

How External Factors Affect Domestic Economy PDF

Author: Mr.Serhat Solmaz

Publisher: International Monetary Fund

Published: 2015-12-23

Total Pages: 23

ISBN-13: 1513598988

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External headwinds, together with domestic vulnerabilities, have loomed over the prospects of emerging markets in recent years. We propose an empirical toolbox to quantify the impact of external macro-financial shocks on domestic economies in parsimonious way. Our model is a Bayesian VAR consisting of two blocks representing home and foreign factors, which is particularly useful for small open economies. By exploiting the mixed-frequency nature of the model, we show how the toolbox can be used for “nowcasting” the output growth. The conditional forecast results illustrate that regular updates of external information, as well as domestic leading indicators, would significantly enhance the accuracy of forecasts. Moreover, the analysis of variance decompositions shows that external shocks are important drivers of the domestic business cycle.

Former Yugoslav Republic of Macedonia

Former Yugoslav Republic of Macedonia PDF

Author: International Monetary Fund. European Dept.

Publisher: International Monetary Fund

Published: 2014-07-25

Total Pages: 22

ISBN-13: 1498315372

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This Selected Issues paper on Former Yugoslav Republic (FYR) of Macedonia investigates the macroeconomic impact of remittances on long-run external sustainability and growth. The paper presents stylized facts pertaining to the characteristics of remittances in Macedonia, highlighting their countercyclicality and importance in sustaining the purchasing power of domestic agents. The paper reviews to help set up a theoretical framework for assessing their macroeconomic impact, highlighting the possible risk of “Dutch disease” developments. The paper uses a Bayesian vector autoregression (BVAR) model to empirically investigate both hypotheses of countercyclicality and Dutch disease effects and puts forward a few policy options that may be explored to better harness remittances to support investment and long-term growth. The paper suggests that strong political engagement in support of diaspora projects is a key point. The mobilization of diaspora savings for private and public investment would maximize the long-term benefits of remittances.

Achieving a Soft Landing

Achieving a Soft Landing PDF

Author: Daniel Leigh

Publisher: International Monetary Fund

Published: 2008-03

Total Pages: 30

ISBN-13:

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Recovery from the deepest recession in 60 years has started. But sustaining it will require delicate rebalancing acts, both within and across countries. IMF chief economist Olivier Blanchard writes in our lead article that the turnaround will not be simple. The crisis has left deep scars that will affect both supply and demand for many years to come. This issue of F&D also looks at what's next in the global crisis and beyond. We look at ways of unwinding crisis support, the shape of growth worldwide after the crisis, ways of rebuilding the financial architecture, and the future of reserve currencies. Jeffrey Frankel examines what's in and what's out in global money, while a team from the IMF's Research Department looks at what early warning systems can be expected to deliver in spotting future problems. In our regular People in Economics profile, we speak to Nobel prize winner Daniel Kahneman, whose work led to the creation of the field of behavioral economics, and our Picture This feature gives a timeline of how the Bank of England's policy rate has fallen to its lowest level in 300 years. Back to Basics gives a primer on monetary policy, and Data Spotlight looks at how the crisis has affected the eastern European banking system.

Does What You Export Matter?

Does What You Export Matter? PDF

Author: Daniel Lederman

Publisher: World Bank Publications

Published: 2012-06-18

Total Pages: 153

ISBN-13: 0821384910

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Does what economies export matter for development? If so, can industrial policies improve on the export basket generated by the market? This book approaches these questions from a variety of conceptual and policy viewpoints. Reviewing the theoretical arguments in favor of industrial policies, the authors first ask whether existing indicators allow policy makers to identify growth-promoting sectors with confidence. To this end, they assess, and ultimately cast doubt upon, the reliability of many popular indicators advocated by proponents of industrial policy. Second, and central to their critique, the authors document extraordinary differences in the performance of countries exporting seemingly identical products, be they natural resources or 'high-tech' goods. Further, they argue that globalization has so fragmented the production process that even talking about exported goods as opposed to tasks may be misleading. Reviewing evidence from history and from around the world, the authors conclude that policy makers should focus less on what is produced, and more on how it is produced. They analyze alternative approaches to picking winners but conclude by favoring 'horizontal-ish' policies--for instance, those that build human capital or foment innovation in existing and future products—that only incidentally favor some sectors over others.

Bayesian Data Analysis, Third Edition

Bayesian Data Analysis, Third Edition PDF

Author: Andrew Gelman

Publisher: CRC Press

Published: 2013-11-01

Total Pages: 677

ISBN-13: 1439840954

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Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.

Global Economic Prospects, January 2016

Global Economic Prospects, January 2016 PDF

Author: World Bank

Publisher:

Published: 2016

Total Pages: 0

ISBN-13: 9781464806759

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"Global growth disappointed once again in 2015. A further deceleration of activity in key emerging and developing economies overshadowed a modest recovery in major high-income countries, amid weakening commodity prices, global trade, and capital flows. Going forward, global growth should pick up at an appreciably slower pace than previously projected. Risks to the outlook remain markedly tilted to the downside. In addition to discussing global and regional economic developments and prospects, this edition of Global Economic Prospects includes a comprehensive analysis of spillovers from a slowdown in major emerging markets to other developing economies, as well as two essays on key topical issues: the potential macroeconomic implications of the Trans-Pacific Partnership and the links between exchange rate regimes and capital controls in developing countries. It also includes a special focus on mounting vulnerabilities in low-income countries before major resource discoveries come into production. Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging markets and developing countries, on a semiannual basis (in January and June). The January edition includes in-depth analyses of topical policy challenges faced by developing countries while the June edition contains shorter analytical pieces."--Back cover.

World Economic Outlook, April 2014

World Economic Outlook, April 2014 PDF

Author: International Monetary Fund. Research Dept.

Publisher: International Monetary Fund

Published: 2014-04-08

Total Pages: 234

ISBN-13: 1484308344

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Global activity has broadly strengthened and is expected to improve further in 2014–15, according to the April 2014 WEO, with much of the impetus for growth coming from advanced economies. Although downside risks have diminished overall, lower-than-expected inflation poses risks for advanced economies, there is increased financial volatility in emerging market economies, and increases in the cost of capital will likely dampen investment and weigh on growth. Advanced economy policymakers need to avoid a premature withdrawal of monetary accommodation. Emerging market economy policymakers must adopt measures to changing fundamentals, facilitate external adjustment, further monetary policy tightening, and carry out structural reforms. The report includes a chapter that analyzes the causes of worldwide decreases in real interest rates since the 1980s and concludes that global rates can be expected to rise in the medium term, but only moderately. Another chapter examines factors behind the fluctuations in emerging market economies’ growth and concludes that strong growth in China played a key role in buffering the effects of the global financial crisis in these economies.

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