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Estimating Potential Output With A Multivariate Filter
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Book Synopsis Estimating Potential Output with a Multivariate Filter by : International Monetary Fund
Download or read book Estimating Potential Output with a Multivariate Filter written by International Monetary Fund and published by International Monetary Fund. This book was released on 2010-12-01 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper develops a simple model for measuring potential output that uses data on inflation, unemployment, and capacity utilization. We apply the model to 10 countries, in addition to the United States and the euro area. While there is a substantial amount of uncertainty around our estimates, we find that the financial crisis has resulted in a reduction in potential output.
Book Synopsis A Simple Multivariate Filter for Estimating Potential Output by : Patrick Blagrave
Download or read book A Simple Multivariate Filter for Estimating Potential Output written by Patrick Blagrave and published by International Monetary Fund. This book was released on 2015-04-07 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimates of potential output are an important ingredient of structured forecasting and policy analysis. Using information on consensus forecasts, this paper extends the multivariate filter developed by Benes and others (2010). Although the estimates in real time are more robust relative to those of naïve statistical filters, there is still significant uncertainty surrounding the estimates. The paper presents estimates for 16 countries and provides an example of how the filtered estimates at the end of the sample period can be improved with additional information.
Book Synopsis Multivariate Filter Estimation of Potential Output for the United States by : Ali Alichi
Download or read book Multivariate Filter Estimation of Potential Output for the United States written by Ali Alichi and published by International Monetary Fund. This book was released on 2017-05-04 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimates of potential output are an important component of a structured forecasting and policy analysis system. Using information on capacity utilization, this paper extends the multivariate filter developed by Laxton and Tetlow (1992) and modified by Benes and others (2010), Blagrave and others (2015), and Alichi and others (2015). We show that, although still fairly uncertain, the real-time estimates from this approach are more accurate than estimates constructed from naïve univariate statistical filters. The paper presents illustrative estimates for the United States and discusses how the end-of-sample estimates can be improved with additional information.
Book Synopsis Multivariate Filter Estimation of Potential Output for the Euro Area and the United States by : Ali Alichi
Download or read book Multivariate Filter Estimation of Potential Output for the Euro Area and the United States written by Ali Alichi and published by International Monetary Fund. This book was released on 2015-12-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: The estimates of potential output and the output gap presented in this paper are not official IMF estimates. The programs and potential output estimates in this paper can be downloaded from www.douglaslaxton.org.The views expressed in this paper are those of the authors and do not necessarily represent those of the IMF or IMF policy. The authors would like to thank the European Department of the IMF for helpful comments. All errors and omissions are our own.
Book Synopsis A Simple Multivariate Filter for Estimating Potential Output by : Patrick Blagrave
Download or read book A Simple Multivariate Filter for Estimating Potential Output written by Patrick Blagrave and published by . This book was released on 2015 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimates of potential output are an important ingredient of structured forecasting and policy analysis. Using information on consensus forecasts, this paper extends the multivariate filter developed by Benes and others (2010). Although the estimates in real time are more robust relative to those of naïve statistical filters, there is still significant uncertainty surrounding the estimates. The paper presents estimates for 16 countries and provides an example of how the filtered estimates at the end of the sample period can be improved with additional information. --Abstract.
Book Synopsis Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis by : Ali Alichi
Download or read book Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis written by Ali Alichi and published by International Monetary Fund. This book was released on 2019-02-19 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper extends the multivariate filter approach of estimating potential output developed by Alichi and others (2018) to incorporate labor market hysteresis. This extension captures the idea that long and deep recessions (expansions) cause persistent damage (improvement) to the labor market, thereby reducing (increasing) potential output. Applying the model to U.S. data results in significantly smaller estimates of output gaps, and higher estimates of the NAIRU, after the global financial crisis, compared to estimates without hysteresis. The smaller output gaps partly explain the absence of persistent deflation despite the slow recovery during 2010-2017. Going forward, if strong growth performance continues well beyond 2018, hysteresis is expected to result in a structural improvement in growth and employment.
Book Synopsis Estimating Potential Output in Chile by : Patrick Blagrave
Download or read book Estimating Potential Output in Chile written by Patrick Blagrave and published by International Monetary Fund. This book was released on 2016-10-14 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a multivariate filter, we estimate potential growth rates in Chile’s mining and non-mining sectors. Estimates for the mining sector incorporate information on copper prices, whereas estimates for non-mining reflect information on inflation and unemployment rates. To better understand the drivers of potential growth, we decompose estimates into capital, labor (adjusted for human-capital and hours worked), and total-factor productivity using a production-function. Our estimates of potential output in Chile suggest that an important part of the recent growth slowdown has been structural, with potential-output growth slowing to 21⁄2 percent in recent years, although it plausibly could be higher in the medium-term.
Book Synopsis Multivariate Filter Estimation of Potential Output for the Euro Area and the United States by : Ali; Bizimana Olivier; Domit Alichi (Silvia)
Download or read book Multivariate Filter Estimation of Potential Output for the Euro Area and the United States written by Ali; Bizimana Olivier; Domit Alichi (Silvia) and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Simple Multivariate Filter for the Measurement of Potential Output by : Douglas Laxton
Download or read book A Simple Multivariate Filter for the Measurement of Potential Output written by Douglas Laxton and published by . This book was released on 1992 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A New Methodology for Estimating the Output Gap in the United States by : Ali Alichi
Download or read book A New Methodology for Estimating the Output Gap in the United States written by Ali Alichi and published by International Monetary Fund. This book was released on 2015-06-30 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: The gap between potential and actual output—the output gap—is a key variable for policymaking. This paper adapts the methodology developed in Blagrave and others (2015) to estimate the path of output gap in the U.S. economy. The results show that the output gap has considerably shrunk since the Great Recession, but still remains negative. While the results are more robust than other existing methodologies, there is still significant uncertainty surrounding the estimates.
Book Synopsis Steady as She Goes—Estimating Potential Output During Financial “Booms and Busts” by : Mr.Helge Berger
Download or read book Steady as She Goes—Estimating Potential Output During Financial “Booms and Busts” written by Mr.Helge Berger and published by International Monetary Fund. This book was released on 2015-11-09 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: Potential output—in the sense of the GDP level or path an economy can sustain over the medium term—is a crucial benchmark for policymakers. However, it is difficult to estimate when financial “booms and busts” are driving the real economy. This paper uses a simple multivariate filtering approach to illustrate the role financial variables play in driving potential or sustainable output. The results suggest that it moves more steadily during financial “boom and bust” periods than implied by conventional HP filter estimates, which tend to more closely follow actual GDP. A two-region, multisector New Keynesian DSGE model with financial frictions sheds light on the economic forces that could be behind the results obtained from the filter. This has important implications for policymakers.
Book Synopsis Measuring Output Gap: Is It Worth Your Time? by : Mr.Jiaqian Chen
Download or read book Measuring Output Gap: Is It Worth Your Time? written by Mr.Jiaqian Chen and published by International Monetary Fund. This book was released on 2020-02-07 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: We apply a range of models to the U.K. data to obtain estimates of the output gap. A structural VAR with an appropriate identification strategy provides improved estimates of output gap with better real time properties and lower sensitivity to temporary shocks than the usual filtering techniques. It also produces smaller out-of-sample forecast errors for inflation. At the same time, however, our results suggest caution in basing policy decisions on output gap estimates.
Book Synopsis Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis by : Ali Alichi
Download or read book Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis written by Ali Alichi and published by International Monetary Fund. This book was released on 2019-02-19 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper extends the multivariate filter approach of estimating potential output developed by Alichi and others (2018) to incorporate labor market hysteresis. This extension captures the idea that long and deep recessions (expansions) cause persistent damage (improvement) to the labor market, thereby reducing (increasing) potential output. Applying the model to U.S. data results in significantly smaller estimates of output gaps, and higher estimates of the NAIRU, after the global financial crisis, compared to estimates without hysteresis. The smaller output gaps partly explain the absence of persistent deflation despite the slow recovery during 2010-2017. Going forward, if strong growth performance continues well beyond 2018, hysteresis is expected to result in a structural improvement in growth and employment.
Book Synopsis What Is in Your Output Gap? Unified Framework & Decomposition into Observables by : Michal Andrle
Download or read book What Is in Your Output Gap? Unified Framework & Decomposition into Observables written by Michal Andrle and published by International Monetary Fund. This book was released on 2013-05-10 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses several popular methods to estimate the ‘output gap’. It provides a unified, natural concept for the analysis, and demonstrates how to decompose the output gap into contributions of observed data on output, inflation, unemployment, and other variables. A simple bar-chart of contributing factors, in the case of multi-variable methods, sharpens the intuition behind the estimates and ultimately shows ‘what is in your output gap.’ The paper demonstrates how to interpret effects of data revisions and new data releases for output gap estimates (news effects) and how to obtain more insight into real-time properties of estimators.
Book Synopsis Estimating Potential Output and the Output Gap in Slovakia by : Tetsuya Konuki
Download or read book Estimating Potential Output and the Output Gap in Slovakia written by Tetsuya Konuki and published by . This book was released on 2008 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper estimates potential output and the output gap for Slovakia which enjoyed rapid growth with few signs of economic overheating in recent years. It applies two broad sets of approaches: conventional methods, represented by a statistical method and a production function approach; and a multivariate (MV) Kalman filter method. The MV Kalman filter method produces estimates of excess demand that portray much more sensibly the situation in recent years in Slovakia than the conventional methods, because it can use more information to condition the paths of potential output.
Book Synopsis Estimating Potential Output in Chile by : Patrick Blagrave
Download or read book Estimating Potential Output in Chile written by Patrick Blagrave and published by International Monetary Fund. This book was released on 2016-10-14 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a multivariate filter, we estimate potential growth rates in Chile’s mining and non-mining sectors. Estimates for the mining sector incorporate information on copper prices, whereas estimates for non-mining reflect information on inflation and unemployment rates. To better understand the drivers of potential growth, we decompose estimates into capital, labor (adjusted for human-capital and hours worked), and total-factor productivity using a production-function. Our estimates of potential output in Chile suggest that an important part of the recent growth slowdown has been structural, with potential-output growth slowing to 21⁄2 percent in recent years, although it plausibly could be higher in the medium-term.
Book Synopsis Estimates of Potential Output and the Neutral Rate for the U.S. Economy by : Ali Alichi
Download or read book Estimates of Potential Output and the Neutral Rate for the U.S. Economy written by Ali Alichi and published by International Monetary Fund. This book was released on 2018-07-06 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Estimates of potential output and the neutral short-term interest rate play important roles in policy making. However, such estimates are associated with significant uncertainty and subject to significant revisions. This paper extends the structural multivariate filter methodology by adding a monetary policy block, which allows estimating the neutral rate of interest for the U.S. economy. The addition of the monetary policy block further improves the reliability of the structural multivariate filter.
