Learning and Heterogeneity in GDP and Inflation Forecasts

Learning and Heterogeneity in GDP and Inflation Forecasts PDF Author: Kajal Lahiri
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Learning and Heterogeneity in GDP and Inflation Forecasts

Learning and Heterogeneity in GDP and Inflation Forecasts PDF Author: Kajal Lahiri
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description


Heterogeneity in Expectations, Official Information and Price-setting Behavior

Heterogeneity in Expectations, Official Information and Price-setting Behavior PDF Author: Gustavo Rojas-Matute
Publisher:
ISBN:
Category : Business enterprises
Languages : en
Pages : 95

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Book Description
How firms set their prices is of special importance in macroeconomics and, in particular, for monetary policy. This dissertation investigates price-setting behavior from two different perspectives and two different environments, from low inflation to hyperinflation.In Chapter 1, I point out that firms seem to pay more attention to GDP growth rates in economies with well-anchored inflation expectations than CPI inflation. I study how this heterogeneity affects price-setting behavior. I analyze three types of firms: those that only track GDP, those that only track CPI, and those that track both. The findings can be summarized as follows: (i) both GDP growth rate and CPI inflation expectations affect price-setting behavior but in opposite directions; (ii) the impact of long-run inflation expectations on price-setting behavior is more substantial than short-run expectations; (iii) in the presence of adjustment costs, the frequency of price changes of those firms that only track GDP growth rate is highly correlated with the series estimated by Nakamura et al., (2018) with data provided by the Bureau of Labor Statistics (BLS); (iv) in the short run, the output response to a monetary shock is larger while the price response is smaller in those firms that only track GDP growth rate than in those firms that only update CPI; (v) adjustment costs amplify monetary non-neutrality in only-GDP firms. If the aggregate effect is driven by ``only-GDP" firms, as suggested in (iii), the results are consistent with recent findings suggesting that the Phillips curve is flat (Del Negro et al., 2020, Hazell et al., 2020).In Chapter 2, I take advantage of a ``natural experiment" to study the impact of the lack of official information on price-setting behavior. In particular, I study a case between December 2015 and May 2019, when the Central Bank of Venezuela stopped releasing official economic statistics, including inflation rate, GDP, and balance of payments. Using a combination of data sets from the Billion Prices Project, I find that the lack of official information increases the size of price changes (intensive margin), leading the intensive margin to be the main driver of the variance of the inflation. The empirical results are confirmed with the calibration of a price-setting behavior model. The model suggests that the turning point occurred when the Central Bank started delaying the publications (2012-2014) before deciding to stop them entirely in 2015. These findings are groundbreaking because they occur in a context of hyperinflation where prices change very frequently and differ from the most recent literature that has shown that the extensive margin contributes the most during high inflation and hyperinflation (Alvarez et al., 2019, Gagnon, 2009). The evidence also suggests that, despite the surge of different non-official inflation indicators publicly available, firms rely on private sources.

Inflation Expectations

Inflation Expectations PDF Author: Peter J. N. Sinclair
Publisher: Routledge
ISBN: 1135179778
Category : Business & Economics
Languages : en
Pages : 402

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Book Description
Inflation is regarded by the many as a menace that damages business and can only make life worse for households. Keeping it low depends critically on ensuring that firms and workers expect it to be low. So expectations of inflation are a key influence on national economic welfare. This collection pulls together a galaxy of world experts (including Roy Batchelor, Richard Curtin and Staffan Linden) on inflation expectations to debate different aspects of the issues involved. The main focus of the volume is on likely inflation developments. A number of factors have led practitioners and academic observers of monetary policy to place increasing emphasis recently on inflation expectations. One is the spread of inflation targeting, invented in New Zealand over 15 years ago, but now encompassing many important economies including Brazil, Canada, Israel and Great Britain. Even more significantly, the European Central Bank, the Bank of Japan and the United States Federal Bank are the leading members of another group of monetary institutions all considering or implementing moves in the same direction. A second is the large reduction in actual inflation that has been observed in most countries over the past decade or so. These considerations underscore the critical – and largely underrecognized - importance of inflation expectations. They emphasize the importance of the issues, and the great need for a volume that offers a clear, systematic treatment of them. This book, under the steely editorship of Peter Sinclair, should prove very important for policy makers and monetary economists alike.

Heterogeneous Inflation Expectations, Learning and Market Outcomes

Heterogeneous Inflation Expectations, Learning and Market Outcomes PDF Author: Carlos Madeira
Publisher:
ISBN:
Category :
Languages : en
Pages : 33

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Macroeconomic Fluctuations and Policies

Macroeconomic Fluctuations and Policies PDF Author: Edouard Challe
Publisher: MIT Press
ISBN: 0262549298
Category : Business & Economics
Languages : en
Pages : 361

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Book Description
The basic tools for analyzing macroeconomic fluctuations and policies, applied to concrete issues and presented within an integrated New Keynesian framework. This textbook presents the basic tools for analyzing macroeconomic fluctuations and policies and applies them to contemporary issues. It employs a unified New Keynesian framework for understanding business cycles, major crises, and macroeconomic policies, introducing students to the approach most often used in academic macroeconomic analysis and by central banks and international institutions. The book addresses such topics as how recessions and crises spread; what instruments central banks and governments have to stimulate activity when private demand is weak; and what “unconventional” macroeconomic policies might work when conventional monetary policy loses its effectiveness (as has happened in many countries in the aftermath of the Great Recession.). The text introduces the foundations of modern business cycle theory through the notions of aggregate demand and aggregate supply, and then applies the theory to the study of regular business-cycle fluctuations in output, inflation, and employment. It considers conventional monetary and fiscal policies aimed at stabilizing the business cycle, and examines unconventional macroeconomic policies, including forward guidance and quantitative easing, in situations of “liquidity trap”—deep crises in which conventional policies are either ineffective or have very different effects than in normal time. This book is the first to use the New Keynesian framework at the advanced undergraduate level, connecting undergraduate learning not only with the more advanced tools taught at the graduate level but also with the large body of policy-oriented research in academic journals. End-of-chapter problems help students master the materials presented.

Heterogeneous Expectations, Learning and European Inflation Dynamics

Heterogeneous Expectations, Learning and European Inflation Dynamics PDF Author: Anke Weber
Publisher:
ISBN: 9783865583130
Category :
Languages : en
Pages : 45

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Book Description
This paper is the first attempt to investigate the performance of different learning rules in fitting survey data of household and expert inflation expectations in five core European economies (France, Germany, Italy, Netherlands and Spain). Overall it is found that constant gain learning performs well in out-of-sample forecasting. It is also shown that households in high inflation countries are using higher best fitting constant gain parameters than those in low inflation countries. They are hence able to pick up structural changes faster. Professional forecasters update their information sets more frequently than households. Furthermore, household expectations in the Euro Area have not converged to the inflation goal of the ECB, which is to keep inflation belowto but close to 2% in the medium run. This contrasts the findings for professional experts, which seem to be more inclined to incorporate the implications of monetary union for the convergence in inflation rates into their expectations.

The Oxford Handbook of Economic Forecasting

The Oxford Handbook of Economic Forecasting PDF Author: Michael P. Clements
Publisher: Oxford University Press
ISBN: 0199875510
Category : Business & Economics
Languages : en
Pages : 732

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Book Description
This Handbook provides up-to-date coverage of both new and well-established fields in the sphere of economic forecasting. The chapters are written by world experts in their respective fields, and provide authoritative yet accessible accounts of the key concepts, subject matter, and techniques in a number of diverse but related areas. It covers the ways in which the availability of ever more plentiful data and computational power have been used in forecasting, in terms of the frequency of observations, the number of variables, and the use of multiple data vintages. Greater data availability has been coupled with developments in statistical theory and economic analysis to allow more elaborate and complicated models to be entertained; the volume provides explanations and critiques of these developments. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models, as well as models for handling data observed at mixed frequencies, high-frequency data, multiple data vintages, methods for forecasting when there are structural breaks, and how breaks might be forecast. Also covered are areas which are less commonly associated with economic forecasting, such as climate change, health economics, long-horizon growth forecasting, and political elections. Econometric forecasting has important contributions to make in these areas along with how their developments inform the mainstream.

Issues in Mathematical Theory and Modeling: 2011 Edition

Issues in Mathematical Theory and Modeling: 2011 Edition PDF Author:
Publisher: ScholarlyEditions
ISBN: 1464966923
Category : Mathematics
Languages : en
Pages : 466

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Book Description
Issues in Mathematical Theory and Modeling / 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Mathematical Theory and Modeling. The editors have built Issues in Mathematical Theory and Modeling: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Mathematical Theory and Modeling in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Mathematical Theory and Modeling: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Macroeconomic Survey Expectations

Macroeconomic Survey Expectations PDF Author: Michael P. Clements
Publisher: Springer
ISBN: 3319972235
Category : Business & Economics
Languages : en
Pages : 196

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Book Description
Why should we be interested in macroeconomic survey expectations? This important book offers an in-depth treatment of this question from a point of view not covered in existing works on time-series econometrics and forecasting. Clements presents the nature of survey data, addresses some of the difficulties posed by the way in which survey expectations are elicited and considers the evaluation of point predictions and probability distributions. He outlines how, from a behavioural perspective, surveys offer insight into how economic agents form their expectations.

Inflation in Emerging and Developing Economies

Inflation in Emerging and Developing Economies PDF Author: Jongrim Ha
Publisher: World Bank Publications
ISBN: 1464813760
Category : Business & Economics
Languages : en
Pages : 513

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Book Description
This is the first comprehensive study in the context of EMDEs that covers, in one consistent framework, the evolution and global and domestic drivers of inflation, the role of expectations, exchange rate pass-through and policy implications. In addition, the report analyzes inflation and monetary policy related challenges in LICs. The report documents three major findings: In First, EMDE disinflation over the past four decades was to a significant degree a result of favorable external developments, pointing to the risk of rising EMDE inflation if global inflation were to increase. In particular, the decline in EMDE inflation has been supported by broad-based global disinflation amid rapid international trade and financial integration and the disruption caused by the global financial crisis. While domestic factors continue to be the main drivers of short-term movements in EMDE inflation, the role of global factors has risen by one-half between the 1970s and the 2000s. On average, global shocks, especially oil price swings and global demand shocks have accounted for more than one-quarter of domestic inflation variatio--and more in countries with stronger global linkages and greater reliance on commodity imports. In LICs, global food and energy price shocks accounted for another 12 percent of core inflation variatio--half more than in advanced economies and one-fifth more than in non-LIC EMDEs. Second, inflation expectations continue to be less well-anchored in EMDEs than in advanced economies, although a move to inflation targeting and better fiscal frameworks has helped strengthen monetary policy credibility. Lower monetary policy credibility and exchange rate flexibility have also been associated with higher pass-through of exchange rate shocks into domestic inflation in the event of global shocks, which have accounted for half of EMDE exchange rate variation. Third, in part because of poorly anchored inflation expectations, the transmission of global commodity price shocks to domestic LIC inflation (combined with unintended consequences of other government policies) can have material implications for poverty: the global food price spikes in 2010-11 tipped roughly 8 million people into poverty.