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Multivariate Unobserved Components Models In A Globalised World
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Download or read book New Topics in Emerging Markets written by and published by BoD – Books on Demand. This book was released on 2024-01-24 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the future of global economics and business with New Topics in Emerging Markets. This captivating edited volume is your gateway to understanding the dynamic forces shaping economies on the rise. Delve into critical themes like financial resilience in times of crisis, the impact of technology in Sub-Saharan Africa, the evolving landscape of education in the metaverse, and much more. With diverse insights from leading minds, this book explores the intricacies of banking, innovation ecosystems, leadership in sports, and the ever-changing realm of e-commerce in a Web3 world. Gain a deeper understanding of emerging markets and their pivotal role in the global landscape. Whether you are a seasoned expert or just starting your journey in economics and business, this book offers a thought-provoking and accessible exploration of the challenges and opportunities that define the future. Don’t miss your chance to stay ahead of the curve – grab your copy today and embark on a journey into the heart of emerging markets.
Book Synopsis Falling Long-Term Growth Prospects by : M. Ayhan Kose
Download or read book Falling Long-Term Growth Prospects written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2024-03-06 with total page 703 pages. Available in PDF, EPUB and Kindle. Book excerpt: A structural growth slowdown is under way across the world: at current trends, the global rate of potential growth is expected to fall to a three-decade low over the remainder of the 2020s. Nearly all the forces that have powered growth and prosperity since the early 1990s have weakened. In addition, a series of shocks has affected the global economy over the past three years. A persistent and broad-based decline in long-term growth prospects imperils the ability of emerging market and developing economies to combat poverty, tackle climate change, and meet other key development objectives. The challenges presented by this potential inability call for an ambitious policy response at the national and global levels. This book presents the first detailed analysis of the growth slowdown and a rich menu of policy options to deliver better growth outcomes. ------------------------------------------------------------------------------------------------------------- This book presents a sobering analysis of the secular growth slowdown based on the most comprehensive database of potential growth estimates available to date. With nearly all the forces that have driven growth and prosperity in recent decades now weakened, the book argues that a prolonged period of weakness is under way, with serious implications for emerging market and developing economies. The authors call for bold policy actions at both the national and global levels to lift growth prospects. The book is essential reading for policy makers, economists, and anyone concerned about the future of the global economy. Beatrice Weder di Mauro Professor of International Economics, Geneva Graduate Institute, and President of the Centre for Economic Policy Research (CEPR) Economic policy making is becoming increasingly complicated in the 2020s. In addition to tackling traditional trade-offs in aggregate demand management and improving efficiency on the supply side, policy makers need to address new priorities and challenges, from addressing climate change and its impacts to improving income distribution, all in the context of lower growth rates, waning productivity growth, and flattening of the globalization process that has brought unprecedented prosperity across the globe and lifted more than a billion people out of poverty. In Falling Long-Term Growth Prospects, the authors do a phenomenal job of assessing these trends at the global and regional levels, identifying and unpacking salient twenty-first-century policy challenges, and providing thoughtful and evidence-based policy prescriptions for leaders in advanced, emerging market, and developing economies. Importantly, the book underscores that these challenges tend to be global and, hence, global cooperation at all levels is necessary to achieve optimal results. Alas, we seem to be going in the opposite direction; this book offers a road map to put us back on the path to creating a more integrated, prosperous, and equitable global community. Michael G. Plummer Director, SAIS Europe and ENI Professor of International Economics, The Johns Hopkins University
Book Synopsis Global Economic Prospects, January 2018 by : World Bank Group
Download or read book Global Economic Prospects, January 2018 written by World Bank Group and published by World Bank Publications. This book was released on 2018-01-26 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global economy is in a broad-based cyclical recovery. Investment, manufacturing and trade are on the rebound. Financing conditions are benign, monetary policies are generally accommodative, and the worst impacts of the recent commodity price collapse have begun to dissipate. However, the global economic outlook remains clouded by a number of risks. These include the possibility of financial market disruptions, rising protectionist sentiment, and heightened geopolitical tensions. Of particular concern is evidence of subdued productivity and slowing potential growth. In addition to discussing global and regional economic developments and prospects, this edition of Global Economic Prospects includes a chapter on the causes of the broad-based slowing of potential growth and suggests remedies. The report also contains Special Focus sections on the impact of the 2014-2016 oil price collapse and the relationship between education demographics and global inequality. Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing countries, on a semiannual basis (in January and June). The January edition includes in-depth analyses of topical policy challenges faced by these economies, while the June edition contains shorter analytical pieces.
Book Synopsis Policy Analysis and Forecasting in the World Economy by : Francis Vitek
Download or read book Policy Analysis and Forecasting in the World Economy written by Francis Vitek and published by International Monetary Fund. This book was released on 2012-06-01 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper develops a structural macroeconometric model of the world economy, disaggregated into thirty five national economies. This panel unobserved components model features a monetary transmission mechanism, a fiscal transmission mechanism, and extensive macrofinancial linkages, both within and across economies. A variety of monetary policy analysis, fiscal policy analysis, spillover analysis, and forecasting applications of the estimated model are demonstrated, based on a Bayesian framework for conditioning on judgment.
Book Synopsis Regionalization vs. Globalization by : Mr.Hideaki Hirata
Download or read book Regionalization vs. Globalization written by Mr.Hideaki Hirata and published by International Monetary Fund. This book was released on 2013-01-22 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: Both global and regional economic linkages have strengthened substantially over the past quarter century. We employ a dynamic factor model to analyze the implications of these linkages for the evolution of global and regional business cycles. Our model allows us to assess the roles played by the global, regional, and country-specific factors in explaining business cycles in a large sample of countries and regions over the period 1960–2010. We find that, since the mid-1980s, the importance of regional factors has increased markedly in explaining business cycles especially in regions that experienced a sharp growth in intra-regional trade and financial flows. By contrast, the relative importance of the global factor has declined over the same period. In short, the recent era of globalization has witnessed the emergence of regional business cycles.
Book Synopsis The Global Macroeconomic Costs of Raising Bank Capital Adequacy Requirements by : Mr.Scott Roger
Download or read book The Global Macroeconomic Costs of Raising Bank Capital Adequacy Requirements written by Mr.Scott Roger and published by International Monetary Fund. This book was released on 2012-02-01 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the transitional macroeconomic costs of a synchronized global increase in bank capital adequacy requirements under Basel III, as well as a capital increase covering globally systemically important banks. The analysis, using an estimated multi-country model, contributed to the work of the Macroeconomic Assessment Group analysis, especially in estimating the potential international spillovers associated with a global increase in capital requirements. The magnitude of the effects found in this analysis is relatively modest, especially if monetary policies have scope to ease in response to a widening of interest rate spreads by banks.
Book Synopsis Monetary Policy Analysis and Forecasting in the Group of Twenty by : Francis Vitek
Download or read book Monetary Policy Analysis and Forecasting in the Group of Twenty written by Francis Vitek and published by International Monetary Fund. This book was released on 2010-06-01 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper develops a panel unobserved components model of the monetary transmission mechanism in the world economy, disaggregated into twenty national economies along the lines of the Group of Twenty. This structural macroeconometric model features extensive linkages between the real and financial sectors, both within and across economies. A variety of monetary policy analysis and forecasting applications of the estimated model are demonstrated, based on a Bayesian framework for conditioning on judgment.
Author :International Monetary Fund. Asia and Pacific Dept Publisher :International Monetary Fund ISBN 13 :1589067614 Total Pages :69 pages Book Rating :4.5/5 (89 download)
Book Synopsis Regional Economic Outlook, November 2008, Asia and Pacific by : International Monetary Fund. Asia and Pacific Dept
Download or read book Regional Economic Outlook, November 2008, Asia and Pacific written by International Monetary Fund. Asia and Pacific Dept and published by International Monetary Fund. This book was released on 2008-11-24 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: The November 2008 Asia and Pacific REO focuses on the difficult economic environment facing policymakers in the region. Chapter 1 provides an overview of the outlook for the region. With growth slowing, and the global financial crisis increasingly affecting the region, macroeconomic and financial policies will need to be proactive. Chapter 2 looks more closely at inflation in Asia, finding that it is increasingly imported and volatile, which raises important questions about monetary policy frameworks in the future. Chapter 3 takes a longer-term look at how the expected rapid aging of the region may affect capital flows and financial markets in the years to come.
Book Synopsis Housing Markets in Europe by : Olivier de Bandt
Download or read book Housing Markets in Europe written by Olivier de Bandt and published by Springer Science & Business Media. This book was released on 2010-10-14 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the recession in the years 2008-2009, the most severe for mature economies in the post-war period, housing markets were often mentioned as having a special responsibility. The objective of this book is to shed light on the cyclical behaviour of the housing markets, its fundamental determinants in terms of supply and demand characteristics, and its relationship with the overall business cycle. The co-movements of house prices across countries are also considered, as well as the channel of transmission of house price changes to the rest of the economy. Particular attention is paid to the effects on private consumption, through possible wealth effects. The book is a compilation of original papers produced by economists and researchers from the four main national central banks in the euro area, also with the participation of leading academics.
Download or read book European Access written by and published by . This book was released on 2000 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis An Introduction to Applied Multivariate Analysis with R by : Brian Everitt
Download or read book An Introduction to Applied Multivariate Analysis with R written by Brian Everitt and published by Springer Science & Business Media. This book was released on 2011-04-23 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data.
Book Synopsis Time Series Modelling with Unobserved Components by : Matteo M. Pelagatti
Download or read book Time Series Modelling with Unobserved Components written by Matteo M. Pelagatti and published by CRC Press. This book was released on 2015-07-28 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the unobserved components model (UCM) having many advantages over more popular forecasting techniques based on regression analysis, exponential smoothing, and ARIMA, the UCM is not well known among practitioners outside the academic community. Time Series Modelling with Unobserved Components rectifies this deficiency by giving a practical o
Download or read book CEPAL Review written by and published by . This book was released on 2009 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discrete Choice Methods with Simulation by : Kenneth Train
Download or read book Discrete Choice Methods with Simulation written by Kenneth Train and published by Cambridge University Press. This book was released on 2009-07-06 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
Book Synopsis Global Economic Prospects, June 2021 by : World Bank
Download or read book Global Economic Prospects, June 2021 written by World Bank and published by World Bank Publications. This book was released on 2021-08-03 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world economy is experiencing a very strong but uneven recovery, with many emerging market and developing economies facing obstacles to vaccination. The global outlook remains uncertain, with major risks around the path of the pandemic and the possibility of financial stress amid large debt loads. Policy makers face a difficult balancing act as they seek to nurture the recovery while safeguarding price stability and fiscal sustainability. A comprehensive set of policies will be required to promote a strong recovery that mitigates inequality and enhances environmental sustainability, ultimately putting economies on a path of green, resilient, and inclusive development. Prominent among the necessary policies are efforts to lower trade costs so that trade can once again become a robust engine of growth. This year marks the 30th anniversary of the Global Economic Prospects. The Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing economies, on a semiannual basis (in January and June). Each edition includes analytical pieces on topical policy challenges faced by these economies.
Book Synopsis SAS for Forecasting Time Series, Third Edition by : John C. Brocklebank, Ph.D.
Download or read book SAS for Forecasting Time Series, Third Edition written by John C. Brocklebank, Ph.D. and published by SAS Institute. This book was released on 2018-03-14 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: To use statistical methods and SAS applications to forecast the future values of data taken over time, you need only follow this thoroughly updated classic on the subject. With this third edition of SAS for Forecasting Time Series, intermediate-to-advanced SAS users—such as statisticians, economists, and data scientists—can now match the most sophisticated forecasting methods to the most current SAS applications. Starting with fundamentals, this new edition presents methods for modeling both univariate and multivariate data taken over time. From the well-known ARIMA models to unobserved components, methods that span the range from simple to complex are discussed and illustrated. Many of the newer methods are variations on the basic ARIMA structures. Completely updated, this new edition includes fresh, interesting business situations and data sets, and new sections on these up-to-date statistical methods: ARIMA models Vector autoregressive models Exponential smoothing models Unobserved component and state-space models Seasonal adjustment Spectral analysis Focusing on application, this guide teaches a wide range of forecasting techniques by example. The examples provide the statistical underpinnings necessary to put the methods into practice. The following up-to-date SAS applications are covered in this edition: The ARIMA procedure The AUTOREG procedure The VARMAX procedure The ESM procedure The UCM and SSM procedures The X13 procedure The SPECTRA procedure SAS Forecast Studio Each SAS application is presented with explanation of its strengths, weaknesses, and best uses. Even users of automated forecasting systems will benefit from this knowledge of what is done and why. Moreover, the accompanying examples can serve as templates that you easily adjust to fit your specific forecasting needs. This book is part of the SAS Press program.
Book Synopsis Statistical Rethinking by : Richard McElreath
Download or read book Statistical Rethinking written by Richard McElreath and published by CRC Press. This book was released on 2018-01-03 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
