Exact Tests in Single Equation Autoregressive Distributed Lag Models.

Abstract For hypotheses on the coefficient values of the lagged-dependent variables in the ARX class of dynamic regression models, test procedures are developed which yield exact inference for given (up to an unknown scale factor) distribution of the innovation errors. They include exact tests on the maximum lag length, for structural change and on the presence of (seasonal or multiple) unit roots, i.e. they cover situations where usually asymptotic and non-exact t, F, AOC, ADF or HEGY tests are employed. The various procedures are demonstrated and compared in illustrative empirical models and the approach is critically discussed.

[1]  Jean-Marie Dufour,et al.  Nonlinear hypotheses, inequality restrictions, and non-nested hypotheses: exact simultaneous tests in linear regressions , 1989 .

[2]  E. Lehmann Testing Statistical Hypotheses , 1960 .

[3]  David A. Dickey,et al.  Testing for Unit Roots in Seasonal Time Series , 1984 .

[4]  T. W. Anderson On the theory of testing serial correlation , 1948 .

[5]  J. Kiviet Model selection test procedures in a single linear equation of a dynamic simultaneous system and their defects in small samples , 1985 .

[6]  M. Dwass Modified Randomization Tests for Nonparametric Hypotheses , 1957 .

[7]  G. Maddala,et al.  21 A perspective on application of bootstrap methods in econometrics , 1993 .

[8]  Karl-Heinz Jockel,et al.  Finite Sample Properties and Asymptotic Efficiency of Monte Carlo Tests , 1986 .

[9]  Jean-Marie Dufour,et al.  Exact Tests Structural Change in First-Order Dynamic Models , 1995 .

[10]  Jean-Marie Dufour,et al.  Exact tests and confidence sets in linear regressions with autocorrelated errors , 1990 .

[11]  F. Marriott,et al.  Barnard's Monte Carlo Tests: How Many Simulations? , 1979 .

[12]  James G. MacKinnon,et al.  Testing Linear and Loglinear Regressions against Box-Cox Alternatives , 1985 .

[13]  R. Tibshirani,et al.  An introduction to the bootstrap , 1993 .

[14]  Byung Sam Yoo,et al.  Seasonal integration and cointegration , 1990 .

[15]  J. Durbin,et al.  Testing for serial correlation in least squares regression. II. , 1950, Biometrika.

[16]  P. Hall Methodology and theory for the bootstrap , 1986 .

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

[18]  N. Savin,et al.  Finite Sample Distributions of t and F Statistics in an AR(1) Model with Anexogenous Variable , 1987, Econometric Theory.

[19]  Jean-Marie Dufour,et al.  Exact Inference Methods for First-Order Autoregressive Distributed Lag Models , 1995 .

[20]  Jan F. Kiviet,et al.  Exact similar tests for the root of a first-order autoregressive regression model , 1993 .

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

[22]  Jean-Marie Dufour,et al.  Exact Nonparametric Orthogonality and Random Walk Tests , 1995 .

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

[24]  G. Hillier Classes of Similar Regions and Their Power Properties for Some Econometric Testing Problems , 1987, Econometric Theory.

[25]  Over-rejections in rational expectations models: A non-parametric approach to the Mankiw-Shapiro problem , 1991 .

[26]  Jean-Marie Dufour,et al.  Some Impossibility Theorems in Econometrics with Applications to Structural and Dynamic Models , 1997 .

[27]  H. Vinod 23 Bootstrap methods: Applications in econometrics , 1993 .

[28]  J. Kiviet,et al.  Exact Similar Tests for Unit Roots and Cointegration , 1992 .