Download or read book Sharp Instrument A Stab at Identifying the Causes of Economic Growth written by Reda Cherif and published by International Monetary Fund. This book was released on 2018-05-21 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: We shed new light on the determinants of growth by tackling the blunt and weak instrument problems in the empirical growth literature. As an instrument for each endogenous variable, we propose average values of the same variable in neighboring countries. This method has the advantage of producing variable-specific and time-varying—namely, “sharp”—and strong instruments. We find that export sophistication is the only robust determinant of growth among standard growth determinants such as human capital, trade, financial development, and institutions. Our results suggest that other growth determinants may be important to the extent they help improve export sophistication.
Download or read book The SAGE Handbook of Regression Analysis and Causal Inference written by Henning Best and published by SAGE. This book was released on 2013-12-20 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: ′The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articles on topics of central importance to quantitative social research, many written by leaders in the field. Everyone engaged in statistical analysis of social-science data will find something of interest in this book.′ - John Fox, Professor, Department of Sociology, McMaster University ′The authors do a great job in explaining the various statistical methods in a clear and simple way - focussing on fundamental understanding, interpretation of results, and practical application - yet being precise in their exposition.′ - Ben Jann, Executive Director, Institute of Sociology, University of Bern ′Best and Wolf have put together a powerful collection, especially valuable in its separate discussions of uses for both cross-sectional and panel data analysis.′ -Tom Smith, Senior Fellow, NORC, University of Chicago Edited and written by a team of leading international social scientists, this Handbook provides a comprehensive introduction to multivariate methods. The Handbook focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities. Each Part starts with a non-mathematical introduction to the method covered in that section, giving readers a basic knowledge of the method’s logic, scope and unique features. Next, the mathematical and statistical basis of each method is presented along with advanced aspects. Using real-world data from the European Social Survey (ESS) and the Socio-Economic Panel (GSOEP), the book provides a comprehensive discussion of each method’s application, making this an ideal text for PhD students and researchers embarking on their own data analysis.
Download or read book Inequality and Growth written by Francesco Grigoli and published by International Monetary Fund. This book was released on 2017-01-18 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: The combination of stagnant growth and high levels of income inequality renewed the debate about whether a more even distribution of income can spur economic activity. This paper tests for cross-country convergence in income inequality and estimates its impact on economic growth with a heterogeneous panel structural vector autoregression model, which addresses some empirical challenges plaguing the literature. We find that income inequality is converging across countries, and that its impact on economic growth is heterogeneous. In particular, while the median response of real per capita GDP growth to shocks in income inequality is negative and significant, the dispersion around the estimates is large, with at least one fourth of the countries in the sample presenting a positive effect. The results suggest that the negative effect is mainly driven by the Middle East and Central Asia and the Western Hemisphere across regions, and emerging markets across income levels. Finally, we find evidence that improved institutional frameworks can reduce the negative effect of income inequality on growth.
Download or read book Introduction to Econometrics written by James H. Stock and published by Prentice Hall. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For courses in Introductory Econometrics Engaging applications bring the theory and practice of modern econometrics to life. Ensure students grasp the relevance of econometrics with Introduction to Econometrics-the text that connects modern theory and practice with motivating, engaging applications. The Third Edition Update maintains a focus on currency, while building on the philosophy that applications should drive the theory, not the other way around. This program provides a better teaching and learning experience-for you and your students. Here's how: Personalized learning with MyEconLab-recommendations to help students better prepare for class, quizzes, and exams-and ultimately achieve improved comprehension in the course. Keeping it current with new and updated discussions on topics of particular interest to today's students. Presenting consistency through theory that matches application. Offering a full array of pedagogical features. Note: You are purchasing a standalone product; MyEconLab does not come packaged with this content. If you would like to purchase both the physical text and MyEconLab search for ISBN-10: 0133595420 ISBN-13: 9780133595420. That package includes ISBN-10: 0133486877 /ISBN-13: 9780133486872 and ISBN-10: 0133487679/ ISBN-13: 9780133487671. MyEconLab is not a self-paced technology and should only be purchased when required by an instructor.
Download or read book The Effects of Inflation on Public Finances written by Mr. Daniel Garcia-Macia and published by International Monetary Fund. This book was released on 2023-05-05 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does inflation help improve public finances? This paper documents the dynamic responses of fiscal variables to an inflation shock, using both quarterly and annual panel data for a broad set of economies. Inflation shocks are estimated to improve fiscal balances temporarily, as nominal revenues track inflation closely, while nominal primary expenditures take longer to catch up. Inflation spikes also lead to a persistent reduction in debt to GDP ratios, both due to the primary balance improvement and the nominal GDP denominator channel. However, debt only falls with inflation surprises—rises in inflation expectations do not improve debt dynamics, suggesting limits to debt debasement strategies. The results are robust to using various inflation measures and instrumental variables.
Download or read book Beyond Commodities written by Jorge Thompson Araujo and published by World Bank Publications. This book was released on 2016-11-09 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beyond Commodities shows that Latin America and the Caribbean’s growth performance over the last decade cannot be reduced to the commodity boom: growth-promoting reforms that strengthened financial development, increased trade openness and improved infrastructure development also played a significant role and can continue doing so. Based on the econometric analysis of panel data from the 1970-2010 period for 126 countries, the study shows that, while the commodity boom facilitated growth in most of the region, it did not determine it. Domestic pro-growth policies and the maintenance of a sound macro-fiscal framework played a central role in explaining the region’s good performance during last decade. It also shows that new growth “stars†? such as Panama, Peru, Colombia and the Dominican Republic emerged during this period. In addition, a benchmarking exercise reveals which policy gaps will lead to the highest potential growth-payoffs for each country and helps identify potential trade-offs. Finally, with the worsening of external conditions, the authors conclude that the countries of Latin America and the Caribbean have no choice but to turn their attention to domestic drivers to keep growth going, as the structural reforms agenda remains unfinished.
Download or read book the econometrics of finance and growth written by Thorsten Beck and published by World Bank Publications. This book was released on 2008 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: This paper reviews different econometric methodologies to assess the relationship between financial development and growth. It illustrates the identification problem, which is at the center of the finance and growth literature, using the example of a simple Ordinary Least Squares estimation. It discusses cross-sectional and panel instrumental variable approaches to overcome the identification problem. It presents the time-series approach, which focuses on the forecast capacity of financial development for future growth rates, and differences-in-differences techniques that try to overcome the identification problem by assessing the differential effect of financial sector development across states with different policies or across industries with different needs for external finance. Finally, it discusses firm-level and household approaches that allow analysts to dig deeper into the channels and mechanisms through which financial development enhances growth and welfare, but pose their own methodological challenges.
Download or read book Institutions Trade and Growth written by David Dollar and published by World Bank Publications. This book was released on 2003 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Several recent papers have attempted to identify the partial effects of trade integration and institutional quality on long-run growth using the geographical determinants of trade and the historical determinants of institutions as instruments. The authors show that many of the specifications in these papers are weakly identified despite the apparently good performance of the instruments in first-stage regressions. Consequently, they argue that the cross-country variation in institutions, trade, and their geographical and historical determinants is not very informative about the partial effects of these variables on long-run growth.
Download or read book banking Sector Openness and Economic Growth written by and published by World Bank Publications. This book was released on with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Foreign Aid Allocation Governance and Economic Growth written by Kamiljon T. Akramov and published by University of Pennsylvania Press. This book was released on 2012-05-22 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: How important is foreign aid in fostering economic growth in developing countries? Does it help recipient countries, hurt them, or have little effect either way? Foreign Aid Allocation, Governance, and Economic Growth investigates this issue by looking at foreign aid by sector rather than treating it as an aggregate amount. Aid can be allocated to a recipient's production sectors (such as agriculture, manufacturing, or mining), economic infrastructure (such as transport, storage, or communications networks or power generation facilities), or social sectors (such as education or healthcare). This book differentiates among various channels through which each of these three categories of foreign aid affects economic growth. The findings suggest that economic aid, including aid to production sectors and economic infrastructure, contributes to economic growth by increasing domestic investment. Aid to social sectors, however, does not appear to have a significant impact on human capital (measured by school enrollment) and economic growth. This study also assesses the degree to which the quality of democratic governance in a recipient country influences foreign aid's effectiveness and finds that democracy is no guarantee of aid effectiveness. In fact, economic aid to less democratic countries can lead to better economic growth, at least initially, provided the aid recipients secure property rights and allow capital accumulation. Although further research into the question is necessary, Foreign Aid Allocation, Governance, and Economic Growth suggests that aid targeted to increasing domestic investment might be an effective means of fostering economic growth in less developed countries.
Download or read book Instrumental Variables Regressions with Honestly Uncertain Exclusion Restrictions written by Aart Kraay and published by World Bank Publications. This book was released on 2008 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: The validity of instrumental variables (IV) regression models depends crucially on fundamentally untestable exclusion restrictions. Typically exclusion restrictions are assumed to hold exactly in the relevant population, yet in many empirical applications there are reasonable prior grounds to doubt their literal truth. In this paper I show how to incorporate prior uncertainty about the validity of the exclusion restriction into linear IV models, and explore the consequences for inference. In particular I provide a mapping from prior uncertainty about the exclusion restriction into increased uncertainty about parameters of interest. Moderate prior uncertainty about exclusion restrictions can lead to a substantial loss of precision in estimates of structural parameters. This loss of precision is relatively more important in situations where IV estimates appear to be more precise, for example in larger samples or with stronger instruments. The author illustrates these points using several prominent recent empirical papers that use linear IV models.
Download or read book Intangible Capital and Growth written by Felix Roth and published by Springer Nature. This book was released on 2022 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: For several decades now, advanced economies across the globe have been undergoing a process of rapid transformation towards becoming knowledge economies. It is now widely recognized that intangible capital has been a crucial element in the growth performance of these economies and their firms. In the author's view, "intangible capital" serves as the most appropriate umbrella term for capturing several dimensions of capital that are not tangible in nature but are nevertheless fundamentally important for growth. The term encompasses investments in education (human capital) and in informal (social capital) and formal (rule of law) institutions by the public sector and households, as well as investments by businesses aimed at enhancing their knowledge base, such as software, innovative property, and economic competencies. Intangible Capital and Growth is the first of two open access volumes presenting a selection of the author's essays on Labor Productivity, Monetary Economics, and the Political Economy, which represent the first part of his habilitation in economics. This first volume brings together eight of the author's essays, selected to provide an overview of the evolution of his research on intangible capital and growth [Resumen de la editorial]
Download or read book A Guide to Modern Econometrics written by Marno Verbeek and published by John Wiley & Sons. This book was released on 2017-07-31 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Modern Econometrics, 5th Edition has become established as a highly successful textbook. It serves as a guide to alternative techniques in econometrics with an emphasis on intuition and the practical implementation of these approaches. This fifth edition builds upon the success of its predecessors. The text has been carefully checked and updated, taking into account recent developments and insights. It includes new material on causal inference, the use and limitation of p-values, instrumental variables estimation and its implementation, regression discontinuity design, standardized coefficients, and the presentation of estimation results.
Download or read book Bayesian Econometrics written by Siddhartha Chib and published by Emerald Group Publishing. This book was released on 2008-12-18 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: Illustrates the scope and diversity of modern applications, reviews advances, and highlights many desirable aspects of inference and computations. This work presents an historical overview that describes key contributions to development and makes predictions for future directions.
Download or read book A Contribution to the Empirics of Economic Development written by Klaus Gründler and published by BoD – Books on Demand. This book was released on 2018-06-08 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why are some nations rich and others poor? What are the sources of long-run economic development and growth? How can living standards be increased? In this book, Klaus Gründler empirically analyses these central economic questions and puts a particular emphasis on the role of technology, inequality, and political institutions. To substantiate his empirical studies, he introduces a new method to compute composite measures and indices that is based on mathematical algorithms from the field of machine learning.
Download or read book Handbook of Economic Growth written by Philippe Aghion and published by Elsevier. This book was released on 2005-12-09 with total page 835 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbooks in Economics series continues to provide the various branches of economics with handbooks which are definitive reference sources, suitable for use by professional researchers, advanced graduate students, or by those seeking a teaching supplement. The Handbook of Economic Growth, edited by Philippe Aghion and Steven Durlauf, with an introduction by Robert Solow, features in-depth, authoritative survey articles by the leading economists working on growth theory. Volume 1a, the first in this two volume set, covers theories of economic growth, the empirics of economic growth, and growth policies and mechanisms. Volume 1b, the second in this two volume set, covers technology, trade and geography, and growth and socio-economic development.
Download or read book Health and Growth written by Michael Spence and published by World Bank Publications. This book was released on 2009 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book containes a series of "state of the art" essays on topics related to health and growth. The Commission on Growth and Development (CGD)--in preparing its own Growth Report--wished to take stock of the current state of knowledge and understanding of economic growth, and thus commissioned a series of essays on a range of thematic areas. One such area is health. The following questions are discussed in the book:Does investing in health raise economic growth? Can governments achieve rapid growth or high incomes without investing in health? What are the options and benefits of different an.
