Generalized Forecast Error Variance Decomposition for Linear and Nonlinear Multivariate Models

We propose a new generalized forecast error variance decomposition with the property that the proportions of the impact accounted for by innovations in each variable sum to unity. Our decomposition is based on the well-established concept of the generalized impulse response function. The use of the new decomposition is illustrated with an empirical application to U.S. output growth and interest rate spread data.

[1]  Mikko S. Pakkanen,et al.  Functional limit theorems for generalized variations of the fractional Brownian sheet , 2014, 1404.2822.

[2]  TESTING FOR ASYMMETRY IN THE LINK BETWEEN THE YIELD SPREAD AND OUTPUT IN THE G-7 COUNTRIES , 2000 .

[3]  Helmut Ltkepohl,et al.  New Introduction to Multiple Time Series Analysis , 2007 .

[4]  Charlotte Christiansen,et al.  Macro-Finance Determinants of the Long-Run Stock-Bond Correlation: The DCC-MIDAS Specification , 2015 .

[5]  David C. Wheelock,et al.  Can the Term Spread Predict Output Growth and Recessions? A Survey of the Literature , 2009 .

[6]  Are University Admissions Academically Fair , 2016 .

[7]  Federico Carlini,et al.  On an Estimation Method for an Alternative Fractionally Cointegrated Model , 2014 .

[8]  Brian D. Ripley,et al.  Stochastic Simulation , 2005 .

[9]  Timo Teräsvirta,et al.  Modelling nonlinear economic time series , 2010 .

[10]  Efrem Castelnuovo,et al.  Estimating Fiscal Multipliers: News from a Non�?Linear World , 2015 .

[11]  Barbara Annicchiarico,et al.  150 Years of Italian Co2 Emissions and Economic Growth , 2014 .

[12]  Charles L. Weise The asymmetric effects of monetary policy: a nonlinear vector , 1999 .

[13]  F. Karamé An Algorithm for Generalized Impulse-Response Functions in Markov-Switching Structural VAR , 2012 .

[14]  Timo Teräsvirta,et al.  A Lagrange multiplier test for testing the adequacy of constant conditional correlation GARCH model , 2017 .

[15]  Y. Shin,et al.  Generalized Impulse Response Analysis in Linear Multivariate Models , 1998 .

[16]  Efrem Castelnuovo,et al.  Estimating Fiscal Multipliers: News from a Nonlinear World , 2014 .

[17]  Yukai Yang,et al.  Testing constancy of the error covariance matrix in vector models against parametric alternatives using a spectral decomposition , 2014 .

[18]  Simon Gilchrist,et al.  Credit Market Shocks and Economic Fluctuations: Evidence from Corporate Bond and Stock Markets , 2009 .

[19]  M. Bladt,et al.  Simulation of multivariate diffusion bridges , 2014, 1405.7728.

[20]  R. Tetlow,et al.  Financial Stress and Economic Dynamics: The Transmission of Crises , 2012, SSRN Electronic Journal.

[21]  A. Estrella Why Does the Yield Curve Predict Output and Inflation? , 2005 .

[22]  Mehmet Caner,et al.  Oracle Inequalities for Convex Loss Functions with Nonlinear Targets , 2013, 1312.3525.

[23]  Nathan S. Balke Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks , 2000, Review of Economics and Statistics.

[24]  Nonlinear autoregressive leading indicator models of output in G-7 countries , 2007 .

[25]  Simon Gilchrist,et al.  Credit Spreads and Business Cycle Fluctuations , 2011 .

[26]  J. Stock,et al.  Forecasting Output and Inflation: The Role of Asset Prices , 2001 .

[27]  R. Giacomini,et al.  How Stable is the Forecasting Performance of the Yield Curve for Output Growth? , 2006 .

[28]  Yukai Yang,et al.  Specification, estimation and evaluation of vector smooth transition autoregressive models with applications , 2014 .

[29]  M. Hashem Pesaran,et al.  Impulse response analysis in nonlinear multivariate models , 1996 .

[30]  Timo Teräsvirta,et al.  THRESHOLDS AND SMOOTH TRANSITIONS IN VECTOR AUTOREGRESSIVE MODELS , 2013 .

[31]  F. Karamé Asymmetries and Markov-switching structural VAR , 2015 .

[32]  Yukai Yang,et al.  Linearity and misspecification tests for vector smooth transition regression models , 2014 .