The Slope and the Curvature of the Yield Curve in Recession Forecasting

The Slope and the Curvature of the Yield Curve in Recession Forecasting
Author: Periklis Gogas
Publisher:
Total Pages:
Release: 2019
Genre:
ISBN:

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In this paper, we investigate the ability of two popular models to forecast the deviation of GDP from its long-run trend, i.e. inflationary and output gaps. In doing so, we exploit the information provided by the yield curve that is documented in the literature as a good predictor of economic activity. We combine and train our forecasting model using interest rates from Treasury Bills and Government Bond rates for the period 1976Q3 to 2011Q4, in conjunction with the quarterly real seasonally adjusted GDP for the same period. Our results show that we can achieve an overall forecasting accuracy of 80% on out-of-sample data. However, our main focus in this paper is to construct a forecasting model for the recessions. Perfect accuracy in recession forecasting is achieved in more than one of the created models. The forecasting performance of our model strengthens the conviction that the yield curve can be a useful and accurate predictive tool.

Trend and Cycle in the Yield Curve

Trend and Cycle in the Yield Curve
Author: Jacob Smith
Publisher:
Total Pages: 41
Release: 2016
Genre:
ISBN:

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This paper presents a new procedure for forecasting recessions utilizing short-term (slope) dynamics present in the yield curve. Building on a large body of literature chronicling the relationship between the shape of the yield curve and the business cycle, this paper employs Dynamic Nelson-Siegel modeling to define the level, slope, and curvature characteristics of the term structure through time. Given these dynamics, the trend and cycle are extracted using various decomposition techniques. It is shown that cycles present within the slope factor are very robust predictors of recessions, correctly identifying recessions as much as eighteen months in advance. A “Predictive Power Score” is developed to quantify the procedure's performance. This score shows the superiority of the procedure over other common leading indicators including the yield spread.

Yield Curve Modeling and Forecasting

Yield Curve Modeling and Forecasting
Author: Francis X. Diebold
Publisher: Princeton University Press
Total Pages: 223
Release: 2013-01-15
Genre: Business & Economics
ISBN: 0691146802

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Understanding the dynamic evolution of the yield curve is critical to many financial tasks, including pricing financial assets and their derivatives, managing financial risk, allocating portfolios, structuring fiscal debt, conducting monetary policy, and valuing capital goods. Unfortunately, most yield curve models tend to be theoretically rigorous but empirically disappointing, or empirically successful but theoretically lacking. In this book, Francis Diebold and Glenn Rudebusch propose two extensions of the classic yield curve model of Nelson and Siegel that are both theoretically rigorous and empirically successful. The first extension is the dynamic Nelson-Siegel model (DNS), while the second takes this dynamic version and makes it arbitrage-free (AFNS). Diebold and Rudebusch show how these two models are just slightly different implementations of a single unified approach to dynamic yield curve modeling and forecasting. They emphasize both descriptive and efficient-markets aspects, they pay special attention to the links between the yield curve and macroeconomic fundamentals, and they show why DNS and AFNS are likely to remain of lasting appeal even as alternative arbitrage-free models are developed. Based on the Econometric and Tinbergen Institutes Lectures, Yield Curve Modeling and Forecasting contains essential tools with enhanced utility for academics, central banks, governments, and industry.

Predicting Recession Probabilities Using the Slope of the Yield Curve

Predicting Recession Probabilities Using the Slope of the Yield Curve
Author: Peter Johansson
Publisher:
Total Pages: 0
Release: 2020
Genre:
ISBN:

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In this FEDS Note, we examine the predictions of various models and recent surveys of the probability of a recession in the near term.

Forecasting Economic Activity from Yield Curve Factors

Forecasting Economic Activity from Yield Curve Factors
Author: Efthymios Argyropoulos
Publisher:
Total Pages: 21
Release: 2013
Genre:
ISBN:

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This paper provides clear cut evidence that the slope and curvature factors of the yield curve contain more information about future changes in economic activity than the term spread alone, often used in practice as an indicator of future economic conditions. These two factors constitute independent sources of information about future economic activity, which are offset to each other in term spread regressions. The slope factor has predictive power on future economic activity over longer horizons ahead, compared to the curvature factor. The latter improves the forecasting ability of the term spread over shorter or medium horizons. These results hold for a number of world leading economies.

Forecasting the Term Structure of Government Bond Yields

Forecasting the Term Structure of Government Bond Yields
Author: Francis X. Diebold
Publisher:
Total Pages: 17
Release: 2003
Genre: Government securities
ISBN:

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Despite powerful advances in yield curve modeling in the last twenty years, comparatively little attention has been paid to the key practical problem of forecasting the yield curve. In this paper we do so. We use neither the no-arbitrage approach, which focuses on accurately fitting the cross section of interest rates at any given time but neglects time-series dynamics, nor the equilibrium approach, which focuses on time-series dynamics (primarily those of the instantaneous rate) but pays comparatively little attention to fitting the entire cross section at any given time and has been shown to forecast poorly. Instead, we use variations on the Nelson-Siegel exponential components framework to model the entire yield curve, period-by-period, as a three dimensional parameter evolving dynamically. We show that the three time-varying parameters may be interpreted as factors corresponding to level, slope and curvature, and that they may be estimated with high efficiency. We propose and estimate autoregressive models for the factors, and we show that our models are consistent with a variety of stylized facts regarding the yield curve. We use our models to produce term-structure forecasts at both short and long horizons encouraging results. In particular, our forecasts appear much more accurate at long horizons than various standard benchmark forecasts.

Alternative Economic Indicators

Alternative Economic Indicators
Author: C. James Hueng
Publisher: W.E. Upjohn Institute
Total Pages: 133
Release: 2020-09-08
Genre: Business & Economics
ISBN: 0880996765

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Policymakers and business practitioners are eager to gain access to reliable information on the state of the economy for timely decision making. More so now than ever. Traditional economic indicators have been criticized for delayed reporting, out-of-date methodology, and neglecting some aspects of the economy. Recent advances in economic theory, econometrics, and information technology have fueled research in building broader, more accurate, and higher-frequency economic indicators. This volume contains contributions from a group of prominent economists who address alternative economic indicators, including indicators in the financial market, indicators for business cycles, and indicators of economic uncertainty.

Current Issues in Economics and Finance

Current Issues in Economics and Finance
Author: Bandi Kamaiah
Publisher: Springer
Total Pages: 227
Release: 2018-01-12
Genre: Business & Economics
ISBN: 9811058105

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This book discusses wide topics related to current issues in economic growth and development, international trade, macroeconomic and financial stability, inflation, monetary policy, banking, productivity, agriculture and food security. It is a collection of seventeen research papers selected based on their quality in terms of contemporary topic, newness in the methodology, and themes. All selected papers have followed an empirical approach to address research issues, and are segregated in five parts. Part one covers papers related to fiscal and price stability, monetary policy and economic growth. The second part contains works related to financial integration, capital market volatility and macroeconomic stability. Third part deals with issues related to international trade and economic growth. Part four covers topics related to productivity and firm performance. The final part discusses issues related to agriculture and food security. The book would be of interest to researchers, academicians as a ready reference on current issues in economics and finance.