Macro-financial Linkages

Macro-financial Linkages PDF Author: Paolo Guarda
Publisher:
ISBN:
Category : Business cycles
Languages : en
Pages : 0

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Book Description
This paper estimates the contribution of financial shocks to fluctuations in the real economy by augmenting the standard macroeconomic vector autoregression (VAR) with five financial variables (real stock prices, real house prices, term spread, loans-to-GDP ratio and loans-to-deposits ratio). This VAR is estimated separately for 19 industrialised countries over 1980Q1-2010Q4 using three alternative measures of economic activity: GDP, private consumption or total investment. Financial shocks are identified by imposing a recursive structure (Choleski decomposition). Several results stand out. First, the effect of financial shocks on the real economy is fairly heterogeneous across countries, confirming previous findings in the literature. Second, the five financial shocks provide a surprisingly large contribution to explaining real fluctuations (33% of GDP variance at the 3-year horizon on average across countries) exceeding the contribution from monetary policy shocks. Third, the most important source of real fluctuations appears to be shocks to asset prices (real stock prices account for 12% of GDP variance and real house prices for 9%). Shocks to the term spread or to leverage (credit-to-GDP ratio or loans-to-deposits ratio) each contribute an additional 3-4% of GDP variance. Fourth, the combined contribution of the five financial shocks is usually higher for fluctuations in investment than in private consumption. Fifth, historical decompositions indicate that financial shocks provide much more important contributions to output fluctuations during episodes associated with financial imbalances (both booms and busts). This suggests possible time-variation or non-linearities in macrofinancial linkages that are left for future research.

Macro-financial linkages : evidence from country-specific VARs

Macro-financial linkages : evidence from country-specific VARs PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 37

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Book Description


Modeling with Macro-Financial Linkages

Modeling with Macro-Financial Linkages PDF Author: Ms.Inci Ötker
Publisher: International Monetary Fund
ISBN:
Category : Business & Economics
Languages : en
Pages : 36

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Book Description
This paper analyzes the evolution of the degree of global cyclical interdependence over the period 1960-2005. We categorize the 106 countries in our sample into three groups-industrial countries, emerging markets, and other developing economies. Using a dynamic factor model, we then decompose macroeconomic fluctuations in key macroeconomic aggregates-output, consumption, and investment-into different factors. These are: (i) a global factor, which picks up fluctuations that are common across all variables and countries; (ii) three group-specific factors, which capture fluctuations that are common to all variables and all countries within each group of countries; (iii) country factors, which are common across all aggregates in a given country; and (iv) idiosyncratic factors specific to each time series. Our main result is that, during the period of globalization (1985-2005), there has been some convergence of business cycle fluctuations among the group of industrial economies and among the group of emerging market economies. Surprisingly, there has been a concomitant decline in the relative importance of the global factor. In other words, there is evidence of business cycle convergence within each of these two groups of countries but divergence (or decoupling) between them.

Macro-Financial Linkages in Shallow Markets

Macro-Financial Linkages in Shallow Markets PDF Author: International Monetary Fund. African Dept.
Publisher: International Monetary Fund
ISBN: 1484361490
Category : Business & Economics
Languages : en
Pages : 53

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Book Description
This paper assesses and disseminates experiences and lessons from low-income countries (LICs) in Sub-Saharan Africa that were selected by the Africa Department in 2015-16 as pilots for enhanced analysis of macro-financial linkages in Article IV staff reports. The paper focuses on the common characteristics across the pilot countries and highlights the tools used in the analysis, the challenges encountered, and the solutions deployed in overcoming them.

Macro-Prudential Policies to Mitigate Financial System Vulnerabilities

Macro-Prudential Policies to Mitigate Financial System Vulnerabilities PDF Author: Mr.Stijn Claessens
Publisher: International Monetary Fund
ISBN: 1498357601
Category : Business & Economics
Languages : en
Pages : 36

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Book Description
Macro-prudential policies aimed at mitigating systemic financial risks have become part of the policy toolkit in many emerging markets and some advanced countries. Their effectiveness and efficacy are not well-known, however. Using panel data regressions, we analyze how changes in balance sheets of some 2,800 banks in 48 countries over 2000–2010 respond to specific macro-prudential policies. Controlling for endogeneity, we find that measures aimed at borrowers––caps on debt-to-income and loan-to-value ratios––and at financial institutions––limits on credit growth and foreign currency lending––are effective in reducing asset growth. Countercyclical buffers are little effective through the cycle, and some measures are even counterproductive during downswings, serving to aggravate declines, consistent with the ex-ante nature of macro-prudential tools.

Macro-Financial Linkages in Egypt

Macro-Financial Linkages in Egypt PDF Author: Inessa Love
Publisher: International Monetary Fund
ISBN: 1484338316
Category : Business & Economics
Languages : en
Pages : 40

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Book Description
This paper investigates macro-financial linkages in Egypt using two complementary methods, assessing the interaction between different macroeconomic aggregates and loan portfolio quality in a multivariate framework as well as through a panel vector autoregressive method that controls for bank-level characteristics. Using a panel of banks over 1993-2010, the authors find that a positive shock to capital inflows and growth in gross domestic product improves banks’ loan portfolio quality, and that the effect is fairly similar in magnitude using the multivariate and panel vector autoregressive frameworks. In contrast, higher lending rates may lead to adverse selection problems and hence to a drop in portfolio quality. The paper also reports that a larger market share of foreign banks in the industry improves loan quality.

International Macroeconomics in the Wake of the Global Financial Crisis

International Macroeconomics in the Wake of the Global Financial Crisis PDF Author: Laurent Ferrara
Publisher: Springer
ISBN: 3319790757
Category : Business & Economics
Languages : en
Pages : 300

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Book Description
This book collects selected articles addressing several currently debated issues in the field of international macroeconomics. They focus on the role of the central banks in the debate on how to come to terms with the long-term decline in productivity growth, insufficient aggregate demand, high economic uncertainty and growing inequalities following the global financial crisis. Central banks are of considerable importance in this debate since understanding the sluggishness of the recovery process as well as its implications for the natural interest rate are key to assessing output gaps and the monetary policy stance. The authors argue that a more dynamic domestic and external aggregate demand helps to raise the inflation rate, easing the constraint deriving from the zero lower bound and allowing monetary policy to depart from its current ultra-accommodative position. Beyond macroeconomic factors, the book also discusses a supportive financial environment as a precondition for the rebound of global economic activity, stressing that understanding capital flows is a prerequisite for economic-policy decisions.

Dealing with the Challenges of Macro Financial Linkages in Emerging Markets

Dealing with the Challenges of Macro Financial Linkages in Emerging Markets PDF Author: Otaviano Canuto
Publisher: World Bank Publications
ISBN: 1464800030
Category : Business & Economics
Languages : en
Pages : 307

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Book Description
This book deals with the challenges of macro financial linkages in the emerging markets.

Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects

Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects PDF Author: Mr.Raphael A. Espinoza
Publisher: International Monetary Fund
ISBN: 1455208892
Category : Business & Economics
Languages : en
Pages : 26

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Book Description
According to a dynamic panel estimated over 1995 - 2008 on around 80 banks in the GCC region, the NPL ratio worsens as economic growth becomes lower and interest rates and risk aversion increase. Our model implies that the cumulative effect of macroeconomic shocks over a three year horizon is indeed large. Firm-specific factors related to risk-taking and efficiency are also related to future NPLs. The paper finally investigates the feedback effect of increasing NPLs on growth using a VAR model. According to the panel VAR, there could be a strong, albeit short-lived feedback effect from losses in banks’ balance sheets on economic activity, with a semi-elasticity of around 0.4.

What Happens During Recessions, Crunches and Busts?

What Happens During Recessions, Crunches and Busts? PDF Author: Mr.Ayhan Kose
Publisher: International Monetary Fund
ISBN: 1451871325
Category : Business & Economics
Languages : en
Pages : 77

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Book Description
We provide a comprehensive empirical characterization of the linkages between key macroeconomic and financial variables around business and financial cycles for 21 OECD countries over the period 1960–2007. In particular, we analyze the implications of 122 recessions, 112 (28) credit contraction (crunch) episodes, 114 (28) episodes of house price declines (busts), 234 (58) episodes of equity price declines (busts) and their various overlaps in these countries over the sample period. Our results indicate that interactions between macroeconomic and financial variables can play major roles in determining the severity and duration of recessions. Specifically, we find evidence that recessions associated with credit crunches and house price busts tend to be deeper and longer than other recessions. JEL Classification Numbers: E32; E44; E51; F42

Data Analytics for Management, Banking and Finance

Data Analytics for Management, Banking and Finance PDF Author: Foued Saâdaoui
Publisher: Springer Nature
ISBN: 3031365704
Category : Business & Economics
Languages : en
Pages : 338

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Book Description
This book is a practical guide on the use of various data analytics and visualization techniques and tools in the banking and financial sectors. It focuses on how combining expertise from interdisciplinary areas, such as machine learning and business analytics, can bring forward a shared vision on the benefits of data science from the research point of view to the evaluation of policies. It highlights how data science is reshaping the business sector. It includes examples of novel big data sources and some successful applications on the use of advanced machine learning, natural language processing, networks analysis, and time series analysis and forecasting, among others, in the banking and finance. It includes several case studies where innovative data science models is used to analyse, test or model some crucial phenomena in banking and finance. At the same time, the book is making an appeal for a further adoption of these novel applications in the field of economics and finance so that they can reach their full potential and support policy-makers and the related stakeholders in the transformational recovery of our societies. The book is for stakeholders involved in research and innovation in the banking and financial sectors, but also those in the fields of computing, IT and managerial information systems, helping through this new theory to better specify the new opportunities and challenges. The many real cases addressed in this book also provide a detailed guide allowing the reader to realize the latest methodological discoveries and the use of the different Machine Learning approaches (supervised, unsupervised, reinforcement, deep, etc.) and to learn how to use and evaluate performance of new data science tools and frameworks