No-Arbitrage Near-Cointegrated VAR(p) Term Structure Models, Term Premia and GDP Growth

Macroeconomic questions involving interest rates generally require a reliable joint dynamics of a large set of variables. More precisely, such a dynamic modelling must satisfy two important conditions. First, it must be able to propose reliable predictions of some key variables. Second, it must be able to propose a joint dynamics of some macroeconomic variables, of the whole curve of interest rates, of the whole set of term premia and, possibly, of various decompositions of the term premia. The first condition is required if we want to disentangle the respective impacts of, for instance, the expectation part of the term premium of a given long-term interest rate on some macroeconomic variable. The second condition is necessary if we want to analyze the interactions between macro-variables with some global features of the yield curve (short part, long part, level, slope and curvature) or with, for instance, term premia of various maturities. In the present paper we propose to satisfy both requirements by using a Near-Cointegrated modelling of basic observables variables, in order to meet the first condition, and the no-arbitrage theory, in order to meet the second one. Moreover, the dynamic interactions of this large set of variables is based on the statistical notion of New Information Response Function, recently introduced by Jardet, Monfort and Pegoraro (2009). This technical toolkit is then used to propose a new approach to two important issues: the "conundrum" episode and the puzzle of the relationship between the term premia on long-term yields and future economic activity.

[1]  K. Singleton,et al.  Risk Premiums in Dynamic Term Structure Models with Unspanned Macro Risks , 2013 .

[2]  Jonathan H. Wright Term Premia and Inflation Uncertainty: Empirical Evidence from an International Panel Dataset , 2011 .

[3]  Glenn D. Rudebusch,et al.  Correcting Estimation Bias in Dynamic Term Structure Models , 2011 .

[4]  M. Bauer Term Premia and the News , 2011 .

[5]  Athanasios Orphanides,et al.  Term Structure Estimation with Survey Data on Interest Rate Forecasts , 2005, Journal of Financial and Quantitative Analysis.

[6]  Glenn D. Rudebusch,et al.  Unbiased estimate of dynamic term structure models , 2011 .

[7]  Jonathan H. Wright,et al.  Macroeconomics and the Term Structure , 2010 .

[8]  Bruce E. Hansen,et al.  Averaging estimators for autoregressions with a near unit root , 2010 .

[9]  N. Roussanov,et al.  Countercyclical Currency Risk Premia , 2010 .

[10]  Erik Hjalmarsson,et al.  Testing for cointegration using the Johansen methodology when variables are near-integrated: size distortions and partial remedies , 2010 .

[11]  Lars Peter Hansen,et al.  Fragile beliefs and the price of uncertainty , 2010 .

[12]  A. Monfort,et al.  New Information Response Functions , 2009 .

[13]  James H. Stock,et al.  VAR, ERROR CORRECTION AND PRETEST FORECASTS AT LONG HORIZONS , 2009 .

[14]  René Garcia,et al.  Série Scientifique Scientific Series Risk Aversion, Intertemporal Substitution, and the Term Structure of Interest Rates Risk Aversion, Intertemporal Substitution, and the Term Structure of Interest Rates , 2022 .

[15]  Martin Schneider,et al.  Trend and Cycle in Bond Premia , 2009 .

[16]  Peter M. Lildholdt,et al.  Extracting Inflation Expectations and Inflation Risk Premia from the Term Structure: A Joint Model of the UK Nominal and Real Yield Curves , 2009 .

[17]  D. Peled,et al.  Monetary Rules and the Spillover of Regional Fiscal Policies in a Federation , 2009 .

[18]  J. Cochrane,et al.  Decomposing the Yield Curve , 2009 .

[19]  Olivier Darné,et al.  Are Disaggregate Data Useful for Factor Analysis in Forecasting French GDP? , 2009 .

[20]  E. Gautier,et al.  Time-Varying (S, s) Band Models: Empirical Properties and Interpretation , 2009 .

[21]  G. Cette,et al.  The Rocky Ride of Break-Even-Inflation Rates , 2009 .

[22]  A. Monfort,et al.  Persistence, Bias, Prediction and Averaging Estimators , 2009 .

[23]  Ruslan Bikbov,et al.  Monetary Policy Regimes and the Term Structure of Interest Rates , 2008 .

[24]  Glenn D. Rudebusch,et al.  The Bond Premium in a DSGE Model with Long-Run Real and Nominal Risks , 2008 .

[25]  Bruce E. Hansen,et al.  Least-squares forecast averaging , 2008 .

[26]  Glenn D. Rudebusch,et al.  Examining the bond premium puzzle with a DSGE model , 2008 .

[27]  Meredith J. Beechey,et al.  Testing the Expectations Hypothesis When Interest Rates are Near Integrated , 2008 .

[28]  J. Rosenberg,et al.  Signal or Noise? Implications of the Term Premium for Recession Forecasting , 2008 .

[29]  Tao Wu,et al.  A Macro-Finance Model of the Term Structure, Monetary Policy and the Economy , 2003 .

[30]  Jonathan H. Wright Term premiums and inflation uncertainty: empirical evidence from an international panel dataset , 2008 .

[31]  Athanasios Orphanides,et al.  Evolving Macroeconomic Perceptions and the Term Structure of Interest Rates , 2008 .

[32]  M. Chernov,et al.  The Term Structure of Inflation Expectations , 2008 .

[33]  R. Greenwood,et al.  Bond Supply and Excess Bond Returns , 2008 .

[34]  Peter Hördahl,et al.  The Yield Curve and Macroeconomic Dynamics , 2007, SSRN Electronic Journal.

[35]  L. Gil‐Alana,et al.  Uncovering the U.S. Term Premium: An Alternative Route , 2007 .

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

[37]  K. Singleton,et al.  Regime shifts in a dynamic term structure model of U.S. Treasury bond yields , 2007 .

[38]  G. Duffee,et al.  Evidence on Simulation Inference for Near Unit-Root Processes with Implications for Term Structure Estimation , 2007 .

[39]  L. White Should Wal-Mart, Real Estate Brokers, and Banks Be in Bed Together? A Principles-Based Approach to the Issues of the Separation of Banking and Commerce , 2007 .

[40]  B. Hansen Least Squares Model Averaging , 2007 .

[41]  Glenn D. Rudebusch,et al.  Forecasting Recessions: The Puzzle of the Enduring Power of the Yield Curve , 2007 .

[42]  Athanasios Orphanides,et al.  The Bond Market Term Premium: What is it, and How Can We Measure it? , 2007 .

[43]  Erik Hjalmarsson,et al.  Testing for Cointegration Using the Johansen Methodology When Variables are Near-Integrated , 2007, SSRN Electronic Journal.

[44]  Jonathan H. Wright,et al.  Cracking the Conundrum , 2007 .

[45]  P. Phillips,et al.  Maximum Likelihood and Gaussian Estimation of Continuous Time Models in Finance , 2007 .

[46]  Introduction to Robustness , 2007 .

[47]  D. Hendry,et al.  Co-Integration and Error Correction : Representation , Estimation , and Testing , 2007 .

[48]  Meredith J. Beechey A Closer Look at the Sensitivity Puzzle: The Sensitivity of Expected Future Short Rates and Term Premia to Macroeconomic News , 2007 .

[49]  A. Monfort,et al.  Switching Varma Term Structure Models - Extended Version , 2006 .

[50]  A. Monfort,et al.  Switching Varma Term Structure Models - Extended Version , 2006 .

[51]  Glenn D. Rudebusch,et al.  Macroeconomic Implications of Changes in the Term Premium , 2006 .

[52]  D. Andrews,et al.  Asymptotics for stationary very nearly unit root processes , 2006 .

[53]  Jonathan H. Wright,et al.  The U.S. Treasury Yield Curve: 1961 to the Present , 2006 .

[54]  C. Granger,et al.  Handbook of Economic Forecasting , 2006 .

[55]  H. Dewachter,et al.  A joint model for the term structure of interest rates and the macroeconomy , 2006 .

[56]  Glenn D. Rudebusch,et al.  The Bond Yield 'Conundrum' from a Macro-Finance Perspective , 2006 .

[57]  H. Dewachter,et al.  Learning, Macroeconomic Dynamics and the Term Structure of Interest Rates , 2006 .

[58]  Jessica A. Wachter A Consumption-Based Model of the Term Structure of Interest Rates , 2004 .

[59]  Ruslan Bikbov,et al.  No-Arbitrage Macroeconomic Determinants of the Yield Curve , 2006 .

[60]  Christian Gourieroux,et al.  Indirect Inference for Dynamic Panel Models , 2006 .

[61]  T. Sargent,et al.  Fragile beliefs and the price of model uncertainty , 2006 .

[62]  Glenn D. Rudebusch,et al.  Accounting for a Shift in Term Structure Behavior with No‐Arbitrage and Macro‐Finance Models , 2005 .

[63]  A. Timmermann Forecast Combinations , 2005 .

[64]  Jonathan H. Wright,et al.  An Arbitrage-Free Three-Factor Term Structure Model and the Recent Behavior of Long-Term Yields and Distant-Horizon Forward Rates , 2005 .

[65]  H. Uhlig What are the Effects of Monetary Policy on Output? : Results from an Agnostic Identification Procedure , 2005 .

[66]  Ioanid Roşu Graduate School of Business University of Chicago , 2005 .

[67]  Carlo A. Favero,et al.  The Predictive Power of the Yield Spread: Further Evidence and a Structural Interpretation , 2004 .

[68]  B. Sack,et al.  Monetary Policy Alternatives at the Zero Bound: An Empirical Assessment , 2004 .

[69]  Peter C. B. Phillips,et al.  Limit Theory for Moderate Deviations from a Unit Root , 2004 .

[70]  P. Phillips,et al.  Uniform Limit Theory for Stationary Autoregression , 2004 .

[71]  Peter Hördahl,et al.  A Joint Econometric Model of Macroeconomic and Term Structure Dynamics , 2003, SSRN Electronic Journal.

[72]  Andrew Ang,et al.  The Term Structure of Real Rates and Expected Inflation , 2004 .

[73]  Hao Zhou,et al.  Regime Shifts, Risk Premiums in the Term Structure, and the Business Cycle , 2003 .

[74]  Graham Elliott,et al.  Tests for Unit Roots and the Initial Condition , 2003 .

[75]  H. Dewachter,et al.  Macro Factors and the Term Structure of Interest Rates , 2003 .

[76]  Min Wei,et al.  What Does the Yield Curve Tell Us About GDP Growth? , 2003 .

[77]  Martin Sola,et al.  On Model Selection and Markov Switching: An Empirical Examination of Term Structure Models with Regime Shifts , 2003 .

[78]  Michael Jansson,et al.  REGRESSION THEORY FOR NEARLY COINTEGRATED TIME SERIES , 2002, Econometric Theory.

[79]  K. Singleton,et al.  Term Structure Dynamics in Theory and Reality , 2002 .

[80]  Martin D. D. Evans Real Risk, Inflation Risk, and the Term Structure , 2002 .

[81]  P. Perron,et al.  Lag Length Selection and the Construction of Unit Root Tests with Good Size and Power , 2001 .

[82]  Hao Zhou,et al.  Term Structure of Interest Rates with Regime Shifts , 2001 .

[83]  Tao Wu Macro Factors and the Affine Term Structure of Interest Rates , 2001 .

[84]  S. Kozicki,et al.  Shifting endpoints in the term structure of interest rates , 2001 .

[85]  S. Kozicki,et al.  What Do You Expect? Imperfect Policy Credibility and Tests of the Expectations Hypothesis , 2001 .

[86]  S. Kozicki,et al.  Term structure views of monetary policy under alternative models of agent expectations , 2001 .

[87]  Nils Lid Hjort,et al.  Model Selection and Model Averaging , 2001 .

[88]  Andrew Ang,et al.  Short Rate Nonlinearities and Regime Switches , 2000 .

[89]  James D. Hamilton,et al.  A Reexamination of the Predictability of Economic Activity Using the Yield Spread , 2000 .

[90]  Graham Elliott,et al.  Confidence Intervals for Autoregressive Coefficients Near One , 2000 .

[91]  Pietro Veronesi,et al.  Short and Long Horizon Term and Inflation Risk Premia in the Us Term Structure: Evidence from an Integrated Model for Nominal and Real Bond Prices Under Regime Shifts , 1999 .

[92]  G. Elliott Efficient Tests for a Unit Root When the Initial Observation Is Drawn from Its Unconditional Distribution , 1999 .

[93]  Gordon C.R. Kemp The Behavior Of Forecast Errors From A Nearly Integrated Ar(1) Model As Both Sample Size And Forecast Horizon Become Large , 1999 .

[94]  Francis X. Diebold,et al.  Unit-Root Tests Are Useful for Selecting Forecasting Models , 1999 .

[95]  J. Campbell,et al.  By Force of Habit: A Consumption‐Based Explanation of Aggregate Stock Market Behavior , 1995, Journal of Political Economy.

[96]  É. Moulines,et al.  Log-Periodogram Regression Of Time Series With Long Range Dependence , 1999 .

[97]  James D. Hamilton,et al.  A re-examination of the predictability of the yield spread for real economic activity * , 1999 .

[98]  Christian Gourieroux,et al.  Nonlinear innovations and impulse responses , 1999 .

[99]  M. Dotsey The Predictive Content of the Interest Rate Term Spread for Future Economic Growth , 1998 .

[100]  Frederic S. Mishkin,et al.  Predicting U.S. Recessions: Financial Variables as Leading Indicators , 1995, Review of Economics and Statistics.

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

[102]  James G. MacKinnon,et al.  Numerical Distribution Functions for Unit Root and Cointegration Tests , 1996 .

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

[104]  Stephen Gray Modeling the Conditional Distribution of Interest Rates as a Regime-Switching Process , 1996 .

[105]  James G. MacKinnon,et al.  Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration , 1996 .

[106]  S. Johansen Likelihood-Based Inference in Cointegrated Vector Autoregressive Models , 1996 .

[107]  Christian Gourieroux,et al.  Time Series And Dynamic Models , 1996 .

[108]  N. Touzi,et al.  Calibrarion By Simulation for Small Sample Bias Correction , 1996 .

[109]  Christian Gourieroux,et al.  Simulation-based econometric methods , 1996 .

[110]  P. Robinson Log-Periodogram Regression of Time Series with Long Range Dependence , 1995 .

[111]  Serena Ng,et al.  Useful Modifications to some Unit Root Tests with Dependent Errors and their Local Asymptotic Properties , 1996 .

[112]  René Garcia,et al.  Série Scientifique Scientific Series an Analysis of the Real Interest Rate under Regime Shifts , 2022 .

[113]  W. Newey,et al.  Automatic Lag Selection in Covariance Matrix Estimation , 1994 .

[114]  Lars E. O. Svensson Estimating and Interpreting Forward Interest Rates: Sweden 1992-1994 , 1994, SSRN Electronic Journal.

[115]  Lars E. O. Svensson Estimating and Interpreting Foreward Interest Rates: Sweden 1992-1994 , 1994 .

[116]  Harald Uhlig,et al.  What Macroeconomists Should Know about Unit Roots: A Bayesian Perspective , 1994, Econometric Theory.

[117]  P. Phillips,et al.  Parameter constancy in cointegrating regressions , 1993 .

[118]  Peter E. Rossi,et al.  Nonlinear dynamic structures , 1993 .

[119]  Campbell R. Harvey Term Structure Forecasts Economic Growth , 1993 .

[120]  P. Newbold,et al.  BIAS IN AN ESTIMATOR OF THE FRACTIONAL DIFFERENCE PARAMETER , 1993 .

[121]  J. Huston McCulloch,et al.  U.S. term structure data, 1947-1991 , 1993 .

[122]  D. Andrews Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models , 1993 .

[123]  J. Stock,et al.  Efficient Tests for an Autoregressive Unit Root , 1992 .

[124]  G. S. Shea,et al.  Benchmarking the Expectations Hypothesis of the Interest-Rate Term Structure: An Analysis of Cointegration Vectors , 1992 .

[125]  C. Whiteman,et al.  The power problems of unit root test in time series with autoregressive errors , 1992 .

[126]  Fallaw Sowell Maximum likelihood estimation of stationary univariate fractionally integrated time series models , 1992 .

[127]  D. N. DeJong,et al.  Integration versus Trend Stationarity in Time Series , 1992 .

[128]  Clive W. J. Granger,et al.  A cointegration analysis of treasury bill yields , 1992 .

[129]  P. Hall The Bootstrap and Edgeworth Expansion , 1992 .

[130]  Mark P. Taylor Modelling the Yield Curve , 1991, SSRN Electronic Journal.

[131]  R. MacDonald,et al.  The term structure of interest rates under rational expectations: some international evidence , 1991 .

[132]  Harald Uhlig,et al.  Understanding unit rooters: a helicopter tour , 1991 .

[133]  The term structure of Euro interest rates and rational expectations , 1990 .

[134]  Arturo Estrella,et al.  The term structure as a predictor of real economic activity , 1991 .

[135]  Campbell R. Harvey Forecasts of Economic Growth from the Bond and Stock Markets , 1989 .

[136]  Campbell R. Harvey Time-Varying Conditional Covariances in Tests of Asset Pricing Models , 1989 .

[137]  Jean-Marie Dufour,et al.  Optimal Invariant Tests for the Autocorrelation Coefficient in Linear Regressions with Stationary and Nonstationary Ar(1) Errors , 1989 .

[138]  G. Schwert,et al.  Tests for Unit Roots: a Monte Carlo Investigation , 1988 .

[139]  Robert A. Stine,et al.  The Bias of Autoregressive Coefficient Estimators , 1988 .

[140]  James D. Hamilton Rational-expectations econometric analysis of changes in regime: An investigation of the term structure of interest rates , 1988 .

[141]  S. Johansen STATISTICAL ANALYSIS OF COINTEGRATION VECTORS , 1988 .

[142]  P. Phillips Regression Theory for Near-Integrated Time Series , 1988 .

[143]  Peter C. B. Phillips,et al.  Towards a Unified Asymptotic Theory for Autoregression , 1987 .

[144]  C. Z. Wei,et al.  Asymptotic Inference for Nearly Nonstationary AR(1) Processes , 1987 .

[145]  C. Granger,et al.  Co-integration and error correction: representation, estimation and testing , 1987 .

[146]  Robert J. Shiller,et al.  Cointegration and Tests of Present Value Models , 1987, Journal of Political Economy.

[147]  C. Gouriéroux,et al.  Kullback Causality Measures , 1987 .

[148]  E. Fama,et al.  The Information in Long-Maturity Forward Rates , 1987 .

[149]  J. Geweke,et al.  THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS , 1983 .

[150]  W. Fuller,et al.  LIKELIHOOD RATIO STATISTICS FOR AUTOREGRESSIVE TIME SERIES WITH A UNIT ROOT , 1981 .

[151]  N. Savin,et al.  Testing for Unit Roots: 1 , 1981 .

[152]  C. Sims MACROECONOMICS AND REALITY , 1977 .

[153]  F. H. C. Marriott,et al.  BIAS IN THE ESTIMATION OF AUTOCORRELATIONS , 1954 .

[154]  Maurice G. Kendall,et al.  NOTE ON BIAS IN THE ESTIMATION OF AUTOCORRELATION , 1954 .

[155]  Milton H. Marquis,et al.  Federal Reserve Bank of San Francisco , 2004 .