A Simple Multivariate Filter for Estimating Potential Output

A Simple Multivariate Filter for Estimating Potential Output PDF Author: Patrick Blagrave
Publisher: International Monetary Fund
ISBN: 148432269X
Category : Business & Economics
Languages : en
Pages : 30

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Book Description
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.

A Simple Multivariate Filter for Estimating Potential Output

A Simple Multivariate Filter for Estimating Potential Output PDF Author: Patrick Blagrave
Publisher: International Monetary Fund
ISBN: 148432269X
Category : Business & Economics
Languages : en
Pages : 30

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Book Description
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.

Estimating Potential Output with a Multivariate Filter

Estimating Potential Output with a Multivariate Filter PDF Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1455210927
Category : Business & Economics
Languages : en
Pages : 39

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Book Description
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.

Multivariate Filter Estimation of Potential Output for the United States

Multivariate Filter Estimation of Potential Output for the United States PDF Author: Ali Alichi
Publisher: International Monetary Fund
ISBN: 1475598386
Category : Business & Economics
Languages : en
Pages : 25

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Book Description
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.

Multivariate Filter Estimation of Potential Output for the Euro Area and the United States

Multivariate Filter Estimation of Potential Output for the Euro Area and the United States PDF Author: Ali Alichi
Publisher: International Monetary Fund
ISBN: 1513556223
Category : Business & Economics
Languages : en
Pages : 32

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Book Description
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.

A Simple Multivariate Filter for Estimating Potential Output

A Simple Multivariate Filter for Estimating Potential Output PDF Author: Patrick Blagrave
Publisher: International Monetary Fund
ISBN: 1475565135
Category : Business & Economics
Languages : en
Pages : 30

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Book Description
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.

Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis

Multivariate Filter Estimation of Potential Output for the United States: An Extension with Labor Market Hysteresis PDF Author: Ali Alichi
Publisher: International Monetary Fund
ISBN: 1498301320
Category : Business & Economics
Languages : en
Pages : 35

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Book Description
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.

Measurement of the Output Gap

Measurement of the Output Gap PDF Author: Pierre St.-Amant
Publisher:
ISBN: 9780662260196
Category : Banks and banking
Languages : en
Pages : 62

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Book Description
This paper discusses some methodologies for estimating potential output and the output gap that have recently been studied at the Bank of Canada. The assumptions and econometric techniques used by the different methodologies are discussed in turn, and applications to Canadian data are presented. The first group of methods considered are those that simply use some implicit or explicit assumptions about the dynamics of real output to identify the output gap, including the Hodrick and Prescott filter for identifying the cyclical component of output. The second group consists of approaches that combine their assumptions with information from assumed or structural relationships between the output gap and other economic variables. The third class of methods uses multivariate rather than univariate dynamic relationships, often in combination with structural relationships from economic theory, to estimate output gap as a particular transitory component of real output.

A Simple Multivariate Filter for Estimating Potential Output

A Simple Multivariate Filter for Estimating Potential Output PDF Author: Patrick Blagrave
Publisher:
ISBN: 9781484322871
Category : Economic forecasting
Languages : en
Pages : 30

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Book Description
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.

Estimating Potential Output in Chile

Estimating Potential Output in Chile PDF Author: Patrick Blagrave
Publisher: International Monetary Fund
ISBN: 1475544928
Category : Business & Economics
Languages : en
Pages : 32

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Book Description
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.

Potential Output Growth Estimates for Central America and the Dominican Republic

Potential Output Growth Estimates for Central America and the Dominican Republic PDF Author: Mr.Roberto Garcia-Saltos
Publisher: International Monetary Fund
ISBN: 1475567618
Category : Business & Economics
Languages : en
Pages : 36

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Book Description
This paper presents estimates of potential output for all Central American economies. Our findings are that potential output growth has declined in recent years in most economies of Central America. Lower capital accumulation and TFP growth are accounting for most of this decline. Apart from Costa Rica, there are no indications of significant economic slack in 2015 in Central America. Looking forward, potential growth in most Central American economies is expected to continue at an average of 4 percent in the medium-term due to structural constraints to capital and employment growth, and low TFP growth. Increasing potential growth, thus, should be a policy priority and structural reforms must be directed at improving business conditions, product and labor markets, and enhancing the capacity for innovation.