Model Specification Tests and Artificial Regressions

This work was supported, in part, by a grantfrom the Social Sciences and Humanities Research Council of Canada. The paper was written mostly while the author was on sabbatical at the University of California, San Diego. I am grateful to everyone there for providing such a hospitable environment, and to Anil Bera, Russell Davidson, David Hendry, Timo Teriisvirta, Pravin Trivedi, three referees, and seminar participants at the University of -Indiana for helpful comments on earlier versions.

[1]  Jeffrey M. Wooldridge,et al.  A Test for Functional Form Against Nonparametric Alternatives , 1992, Econometric Theory.

[2]  Andrew Chesher,et al.  Asymptotic expansions of the informa-tion matrix test statistic , 1991 .

[3]  A. Chesher,et al.  THE FINITE-SAMPLE DISTRIBUTIONS OF HETEROSKEDASTICITY ROBUST WALD STATISTICS , 1991 .

[4]  Chris D. Orme,et al.  The small-sample performance of the information-matrix test , 1990 .

[5]  A. Cameron,et al.  Regression-based tests for overdispersion in the Poisson model☆ , 1990 .

[6]  James G. MacKinnon,et al.  Transforming the Dependent Variable in Regression Models , 1990 .

[7]  J. Wooldridge A Unified Approach to Robust, Regression-Based Specification Tests , 1990, Econometric Theory.

[8]  I. Jolliffe,et al.  Simulation Methodology for Statisticians, Operations Analysts, and Engineers , 1990 .

[9]  D. Hendry,et al.  The ET Dialogue: A Conversation on Econometric Methodology. , 1990 .

[10]  Adrian Pagan,et al.  Diagnostic Tests for Models Based on Individual Data: A Survey. , 1989 .

[11]  Michael McAleer,et al.  Variable Addition and LaGrange Multiplier Tests for Linear and Logarithmic Regression Models , 1988 .

[12]  Yuzo Honda,et al.  A size correction to the Lagrange multiplier test for heteroskedasticity , 1988 .

[13]  Therese A. Stukel,et al.  Generalized logistic models , 1988 .

[14]  G. Fisher,et al.  On Point-Optimal Cox Tests , 1988, Econometric Theory.

[15]  Timo Teräsvirta,et al.  Testing linearity in univariate, time series models , 1988 .

[16]  Jean-Marie Dufour,et al.  Invariance, Nonlinear Models and Asymptotic Tests , 1991 .

[17]  Richard J. Smith Alternative Asymptotically Optimal Tests and Their Application to Dynamic Specification , 1987 .

[18]  A. Chesher,et al.  The Bias of a Heteroskedasticity Consistent Covariance Matrix Estimator , 1987 .

[19]  M. Veall Bootstrapping the Probability Distribution of Peak Electricity Demand , 1987 .

[20]  Larry W. Taylor,et al.  The size bias of White's information matrix test , 1987 .

[21]  Andrew Chesher,et al.  Residual analysis in the grouped and censored normal linear model , 1987 .

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

[23]  Jean-Francois Richard,et al.  The Encompassing Principle and Its Application to Testing Non-nested Hypotheses , 1986 .

[24]  T. Breusch,et al.  Data Transformation Tests , 1986 .

[25]  Anil K. Bera,et al.  Alternative forms and properties of the score test , 1986 .

[26]  James G. MacKinnon,et al.  A Simplified Version of the Differencing Test , 1985 .

[27]  George Tauchen Diagnostic testing and evaluation of maximum likelihood models , 1985 .

[28]  H. White,et al.  Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties☆ , 1985 .

[29]  P. Reiss,et al.  Alternative Nonnested Specification Tests of Time Series Investment Models , 1985 .

[30]  D. M. Keenan,et al.  A Tukey nonadditivity-type test for time series nonlinearity , 1985 .

[31]  G. S. Maddala,et al.  The Common Structure of Tests for Selectivity Bias, Serial Correlation, Heteroscedaticity, and Non-normality in the Tobit Model , 1985 .

[32]  Alastair R. Hall,et al.  The Information Matrix Test for the Linear Model , 1987 .

[33]  Tony Lancaster,et al.  THE COVARIANCE MATRIX OF THE INFORMATION MATRIX TEST , 1984 .

[34]  Grayham E. Mizon,et al.  The encompassing approach in econometrics , 1984 .

[35]  R. Engle Wald, likelihood ratio, and Lagrange multiplier tests in econometrics , 1984 .

[36]  P. Schmidt,et al.  Limited-Dependent and Qualitative Variables in Econometrics. , 1984 .

[37]  Naorayex K. Dastoor,et al.  Some aspects of testing non-nested hypotheses , 1983 .

[38]  B. Efron,et al.  A Leisurely Look at the Bootstrap, the Jackknife, and , 1983 .

[39]  James G. MacKinnon,et al.  TESTS FOR MODEL SPECIFICATION IN THE PRESENCE OF ALTERNATIVE HYPOTHESES Some Further Results , 1983 .

[40]  R. Startz Computation of linear hypothesis tests for two-stage least squares , 1983 .

[41]  James G. MacKinnon,et al.  Model specification tests against non-nested alternatives , 1983 .

[42]  R. Engle A general approach to lagrange multiplier model diagnostics , 1982 .

[43]  L. Hansen,et al.  Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models , 1982 .

[44]  N. Kiefer,et al.  Testing Normality in Econometric Models , 1982 .

[45]  Masao Nakamura,et al.  On the Relationships among Several Specification Error Tests Presented by Durbin, Wu, and Hausman , 1981 .

[46]  Donald Poskitt,et al.  An Approach to Testing Linear Times Series Models , 1981 .

[47]  M. Wickens,et al.  Testing Linear and Log-Linear Regressions for Functional Form , 1981 .

[48]  Jerry G. Thursby A Test Strategy for Discriminating between Autocorrelation and Misspecification in Regression Analysis: Reply , 1981 .

[49]  Denis Sargan,et al.  Some tests of dynamic specification for a single equation , 1980 .

[50]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[51]  Glenn M. MacDonald,et al.  Some Large-Sample Tests for Nonnormality in the Linear Regression Model , 1980 .

[52]  David F. Hendry,et al.  An Empirical Application and Monte Carlo Analysis of Tests of Dynamic Specification , 1980 .

[53]  N. E. Savin,et al.  The Bonferroni and the Scheffé multiple comparison procedures , 1980 .

[54]  Anil K. Bera,et al.  Efficient tests for normality, homoscedasticity and serial independence of regression residuals , 1980 .

[55]  Dale W. Jorgenson,et al.  Statistical inference for a system of simultaneous, non-linear, implicit equations in the context of instrumental variable estimation , 1979 .

[56]  F. Nelson,et al.  The Effect of and a Test for Misspecification in the Censored-Normal Model , 1979 .

[57]  T. Breusch TESTING FOR AUTOCORRELATION IN DYNAMIC LINEAR MODELS , 1978 .

[58]  L. Godfrey TESTING AGAINST GENERAL AUTOREGRESSIVE AND MOVING AVERAGE ERROR MODELS WHEN THE REGRESSORS INCLUDE LAGGED DEPENDENT VARIABLES , 1978 .

[59]  David F. Hendry,et al.  Serial Correlation as a Convenient Simplification, not a Nuisance: A Comment on a Study of the Demand for Money by the Bank of England. , 1978 .

[60]  G. Box,et al.  On a measure of lack of fit in time series models , 1978 .

[61]  Peter Schmidt,et al.  Some Properties of Tests for Specification Error in a Linear Regression Model , 1977 .

[62]  M. H. Pesaran,et al.  On the general problem of model selection , 1974 .

[63]  T. Amemiya Regression Analysis When the Variance of the Dependent Variable Is Proportional to the Square of Its Expectation , 1973 .

[64]  De-Min Wu,et al.  Alternative Tests of Independence between Stochastic Regressors and Disturbances , 1973 .

[65]  G. Box,et al.  Distribution of Residual Autocorrelations in Autoregressive-Integrated Moving Average Time Series Models , 1970 .

[66]  P. A. P. Moran,et al.  On asymptotically optimal tests of composite hypotheses , 1970 .

[67]  F. Fisher Tests of Equality Between Sets of Coefficients in Two Linear Regressions: An Expository Note , 1970 .

[68]  J. B. Ramsey,et al.  Tests for Specification Errors in Classical Linear Least‐Squares Regression Analysis , 1969 .

[69]  D. Cox,et al.  An Analysis of Transformations , 1964 .

[70]  F. Eicker Asymptotic Normality and Consistency of the Least Squares Estimators for Families of Linear Regressions , 1963 .

[71]  G. Chow Tests of equality between sets of coefficients in two linear regressions (econometrics voi 28 , 1960 .

[72]  S. D. Silvey,et al.  The Lagrangian Multiplier Test , 1959 .

[73]  James Durbin,et al.  Errors in variables , 1954 .

[74]  Calyampudi R. Rao Large sample tests of statistical hypotheses concerning several parameters with applications to problems of estimation , 1948, Mathematical Proceedings of the Cambridge Philosophical Society.