REFERENCES
- Andrews , D. 1997 . “A Conditional Kolmogorov Test,” . Econometrica , 65 : 1097 – 1128 .
- Beran , R. 1988 . “Prepivoting Test Statistics: A Bootstrap View of Asymptotic Refinements,” . Journal of the American Statistical Association , 83 : 687 – 697 .
- Bickel , P. and Ren , J.-J. 2001 . “The Bootstrap in Hypothesis Testings,” . Lecture Notes—Monograph Series , 36 : 91 – 112 .
- Bierens , H. 1990 . “A Consistent Conditional Moment Test of Functional Form,” . Econometrica , 58 : 1443 – 1458 .
- Bierens , H. and Ginther , D. 2001 . “Integrated Conditional Moment Testing of Quantile Regression Models,” . Empirical Economics , 26 : 307 – 324 .
- Bierens , H. and Ploberger , W. 1997 . “Asymptotic Theory of Integrated Conditional Moment Tests,” . Econometrica , 65 : 1129 – 1151 .
- Billingsley , P. 1995 . Probability and Measure , Hoboken, , NJ : Wiley .
- Chernozhukov , V. , Fernandez-Val , I. and Melly , B. 2009 . “Inference on Counterfactual Distributions,” . In Working Paper No. 08-16, Department of Economics, Massachusetts Institute of Technology
- DiNardo , J. , Fortin , N. and Lemieux , T. 1996 . “Labor Market Institutions and the Distribution of Wages, 1973–1992: A Semiparametric Approach,” . Econometrica , 64 : 1001 – 1044 .
- Escanciano , J. and Goh , C. 2010 . “Specification Analysis of Structural Quantile Regression Models,” Working Paper ” . In Department of Economics, University of Toronto
- Escanciano , J. and Velasco , C. 2010 . “Specification Tests of Parametric Dynamic Conditional Quantiles,” . Journal of Econometrics , 159 : 209 – 221 .
- Foresi , S. and Peracchi , F. 1995 . “The Conditional Distribution of Excess Returns: An Empirical Analysis,” . Journal of the American Statistical Association , 90 : 451 – 466 .
- Fortin , N. , Lemieux , T. and Firpo , S. 2011 . “Decomposition Methods in Economics,” . Handbook of Labor Economics , 4 : 1 – 102 .
- Galvao , A. , Kato , K. , Montes-Rojas , G. and Olmo , J. 2011 . “Testing Linearity Against Threshold Effects: Uniform Inference in Quantile Regression,” . In Working Paper
- Hall , P. 1986 . “On the Bootstrap and Confidence Intervals,” . The Annals of Statistics , 14 : 1431 – 1452 .
- Härdle , W. and Mammen , E. 1993 . “Comparing Nonparametric Versus Parametric Regression Fits,” . The Annals of Statistics , 21 : 1926 – 1947 .
- Harvey , A. 1976 . “Estimating Regression Models With Multiplicative Heteroscedasticity,” . Econometrica , 44 : 461 – 465 .
- He , X. and Zhu , L. 2003 . “A Lack-of-Fit Test for Quantile Regression,” . Journal of the American Statistical Association , 98 : 1013 – 1022 .
- Horowitz , J. and Spokoiny , V. 2001 . “An Adaptive, Rate-Optimal Test of a Parametric Mean-Regression Model Against a Nonparametric Alternative,” . Econometrica , 69 : 599 – 631 .
- Horowitz , J. and Spokoiny , V. 2002 . “An Adaptive, Rate-Optimal Test of Linearity for Median Regression Models,” . Journal of the American Statistical Association , 97 : 822 – 835 .
- Koenker , R. 2005 . Quantile Regression , New York : Cambridge University Press .
- Koenker , R. 2010 . “On Distributional vs. Quantile Regression,” . In Working Paper
- Koenker , R. and Bassett , G. 1978 . “Regression Quantiles,” . Econometrica , 46 : 33 – 50 .
- Koenker , R. and Machado , J. 1999 . “Goodness of Fit and Related Inference Processes for Quantile Regression,” . Journal of the American Statistical Association , 94 : 1296 – 1310 .
- Koenker , R. and Xiao , Z. 2002 . “Inference on the Quantile Regression Process,” . Econometrica , 70 : 1583 – 1612 .
- Machado , J. and Mata , J. 2005 . “Counterfactual Decomposition of Changes in Wage Distributions Using Quantile Regression,” . Journal of Applied Econometrics , 20 : 445 – 465 .
- Powell , J. 1986 . “Censored Regression Quantiles,” . Journal of Econometrics , 32 : 143 – 155 .
- Rothe , C. 2010 . “Nonparametric Estimation of Distributional Policy Effects,” . Journal of Econometrics , 155 : 56 – 70 .
- Rothe , C. “Partial Distributional Policy Effects,” . Econometrica , 80 2269 – 2301 .
- Rothe , C. and Wied , D. 2012 . “Misspecification Testing in a Class of Conditional Distributional Models,” . In IZA Working Paper, Institute for the Study of Labor
- Rutemiller , H. and Bowers , D. 1968 . “Estimation in a Heteroscedastic Regression Model,” . Journal of the American Statistical Association , 63 : 552 – 557 .
- Stute , W. 1997 . “Nonparametric Model Checks for Regression,” . The Annals of Statistics , 25 : 613 – 641 .
- Van der Vaart , A. and Wellner , J. 1996 . Weak Convergence and Empirical Processes: With Applications to Statistics , New York : Springer-Verlag .
- Whang , Y.-J. 2006 . “Consistent Specification Testing for Quantile Regression Models,” . In in Econometric Theory and Practice: Frontiers of Analysis and Applied Research, eds. D. Corbae, S. Durlauf, and B. Hansen, New York: Cambridge University Press 288 – 308 .
- Zheng , J. 1998 . “A Consistent Nonparametric Test of Parametric Regression Models Under Conditional Quantile Restrictions,” . Econometric Theory , 14 : 123 – 138 .