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Original Articles

A residual-based test for autocorrelation in quantile regression models

, , &
Pages 1305-1322 | Received 08 Mar 2016, Accepted 15 Nov 2016, Published online: 08 Dec 2016

References

  • Koenker R, Bassett G. Regression quantiles. Econometrica. 1978;46:33–49.
  • Koul HL, Mukherjee K. Regression quantiles and related processes under long range dependent errors. J Multivariate Anal. 1994;51:318–337.
  • Koul HL, Saleh AKMdE. Autoregression quantiles and related rank-scores processes. Ann Stat. 1995;23:670–689.
  • Koenker R, Xiao Z. Unit root quantile autoregression inference. J Amer Stat Assoc. 2004;99:775–787.
  • Galvao AF. Unit root quantile autoregression testing using covariates. J Econom. 2009;152:165–178.
  • Xiao Z. Quantile cointegrating regression. J Econom. 2009;150:248–260.
  • Galvao AF, Montes-Rojas G, Park SY. Quantile autoregressive distributed lag model with an application to house price returns. Oxford Bull Econom Stat. 2009;75:307–321.
  • Galvao AF, Montes-Rojas G, Olmo J. Threshold quantile autoregressive models. J Time Ser Anal. 2011;32:253–267.
  • Cho JS, Kim T-H, Shin Y. Quantile cointegration in the autoregressive distributed-lag modeling framework. J Econom. 2015;188:281–300.
  • Li G, Li Y, Tsai C-L. Quantile correlations and quantile autoregressive modeling. J Amer Stat Assoc. 2015;110:246–261.
  • White H, Kim T-H, Manganelli S. VAR for VaR: measuring tail dependence using multivariate regression quantiles. J Econom. 2015;187:169–188.
  • Greenwood-Nimmo M, Kim T-H, Shin Y, et al. Fundamental asymmetries in US monetary policymaking: evidence from a nonlinear autoregressive distributed lag quantile regression model. Discussion paper.
  • Koenker R. Quantile regression for longitudinal data. J Multivariate Anal. 2004;91:74–89.
  • Geraci M, Bottai M. Quantile regression for longitudinal data using the asymmetric Laplace distribution. Biostatistics. 2007;8:140–154.
  • Abrevaya J, Dahl CM. The effects of birth inputs on birthweight: evidence from quantile estimation on panel data. J Bus Econom Stat. 2008;26:379–397.
  • Lamarche C. Robust penalized quantile regression estimation for panel data. J Econom. 2010;157:396–408.
  • Galvao AF. Quantile regression for dynamic panel data with fixed effects. J Econom. 2011;164:142–157.
  • Koenker R. Quantile regression. Cambridge: Cambridge University Press; 2005.
  • Weiss AA. Least absolute error estimation in the presence of serial correlation. J Econom. 1990;44:127–158.
  • Davis RA, Dunsmuir WTM. Least absolute deviation estimation for regression with ARMA errors. J Theoret Probab. 1997;10:481–497.
  • Weiss AA. Estimating nonlinear dynamic models using least absolute error estimation. Econometric Theory. 1991;7:46–68.
  • Fitzenberger B. The moving blocks bootstrap and robust inference for linear least squares and quantile regressions. J Econom. 1998;82:235–287.
  • Yoon J, Galvao AF. Robust inference for panel quantile regression models with individual fixed effects and serial correlation. Discussion paper, 2015.
  • Furno M. LM tests in the presence of non-normal error distributions. Econometric Theory. 2000;16:249–261.
  • Komunjer I, Vuoung Q. Efficient estimation in dynamic conditional quantile models. J Econom. 2010;157:272–285.
  • Fama EF, French KR. Multifactor explanations of asset pricing anomalies. J Finance. 1996;1:55–84.
  • Allen DE, Singh AK, Powell R. Asset pricing, the Fama–French factor model and the implications of quantile regression analysis. In: Gregoriou GN, Pascalau R, editors. Financial econometrics modeling: market microstructure, factor models and financial risk measures. Basingstoke: Palgrave Macmillan; 2011. p. 176–193.
  • Komunjer I. Quasi-maximum likelihood estimation for conditional quantiles. J Econom. 2005;128:137–164.
  • Newey WK, McFadden DL. Large sample estimation and hypothesis testing. In: Engle RF, Newey DL, editors. Handbook of econometrics, Vol. 4. Amsterdam: Elsevier; 1994. p. 2113–2245.
  • Davidson J. Stochastic limit theory. Oxford: Oxford University Press; 1994.
  • White H. Asymptotic theory for econometricians. London: Academic Press; 2000.

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