References

Abreveya, J. (2001), “The Effects of Demographics and Maternal Behavior on the Distribution of Birth Outcomes,” Journal of Economics, 26, 247–257.

Barro, R. and Lee, J. W. (1994), "Data Set for a Panel of 138 Countries," discussion paper, National Bureau of Econometric Research. <http://www.nber.org/pub/barro.lee>.

Barrodale, I. and Roberts, F. D. K. (1973), “An Improved Algorithm for Discrete Linear Approximation,” SIAM Journal of Numerical Analysis, 10, 839–848.

Bassett, G. W. and Koenker, R. (1982), "An Empirical Quantile Function for Linear Models with iid Errors," Journal of the American Statistical Association, 77, 401–415.

Cade, B. S. and Noon B. R. (2003), "A Gentle Introduction to Quantile Regression for Ecologists," Frontiers in Ecology and the Environment, 1(8), 412–420.

Chen, C. (2004), "An Adaptive Algorithm for Quantile Regression," Theory and Applications of Recent Robust Methods, ed. M. Hubert, G. Pison, A. Struyf, and S. Van Aelst, Series: Statistics for Industry and Technology, Birkhauser, Basel, 39–48.

Chen, C. (2005), "Growth Charts of Body Mass Index (BMI) with Quantile Regression," Proceedings of 2005 International Conference on Algorithmic Mathematics and Computer Science, June 20–23, 2005, Las Vegas, Nevada.

Chen, C. (2007), "A Finite Smoothing Algorithm for Quantile Regression," Journal of Computational and Graphical Statistics, 16, 136–164.

Chock, D. P., Winkler, S. L., and Chen, C. (2000), "A Study of the Association between Daily Mortality and Ambient Air Pollutant Concentrations in Pittsburgh, Pennsylvania," Journal of the Air and Waste Management Association, 50, 1481–1500.

Dunham, J. B., Cade, B. S., and Terrell J. W. (2002), "Influences of Spatial and Temporal Variation on Fish-Habitat Relationships Defined by Regression Quantiles," Transactions of the American Fisheries Society, 131, 86–98.

Gutenbrunner, C. and Jureckova, J. (1992), "Regression Rank Scores and Regression Quantiles." Annals of Statistics, 20, 305–330.

Hastie, T., Tibshirani, R., and Friedman, J. (2001), The Elements of Statistical Learning, New York: Springer-Verlag.

He, X. and Hu, F. (2002), "Markov Chain Marginal Bootstrap," Journal of the American Statistical Association, 97, 783–795.

Huber, P. J. (1981), Robust Statistics, New York: John Wiley Sons.

Karmarkar, N. (1984), "A New Polynomial-Time Algorithm for Linear Programming," Combinatorica, 4, 373–395.

Koenker, R. (1994), "Confidence Intervals for Regression Quantiles," Asymptotic Statistics, eds. P. Mandl and M. Huskova, 349–359, New York: Springer-Verlag.

Koenker, R. (2005), Quantile Regression, New York: Cambridge University Press.

Koenker, R. and Bassett, G. W. (1978), "Regression Quantiles," Econometrica, 46, 33–50.

Koenker, R. and Bassett, G. W. (1982), "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, 50, 43–61.

Koenker, R. and d’Orey, V. (1994), "Remark AS R92: A Remark on Algorithm AS 229: Computing Dual Regression Quantiles and Regression Rank Scores," Applied Statistics, 43, 410–414.

Koenker, R. (1995), "Rank Tests for Linear Models," The Handbook of Statistics, 15, edited by C.R. Rao and G.S. Madalla.

Koenker, R. and Hallock, K. (2001), "Quantile Regression: An Introduction," Journal of Economic Perspectives, 15, 143–156.

Koenker, R. and Machado, A. F. (1999), "Goodness of Fit and Related Inference Processes for Quantile Regression," Journal of the American Statistical Association, 94, 1296–1310.

Koenker, R. and Zhao, Q. (1994), “L-Estimation for Linear Heteroscedastic Models,” Journal of Nonparametric Statistics, 3, 223–235.

Kuczmarski, R. J., Ogden, C. L., Guo, S. S., et al. (2002), “2000 CDC Growth Charts for the United States: Methods and Development,” Vital Health Stat., 11, 246, 1–190.

Lustig, I. J., Marsden, R. E., and Shanno, D. F. (1992), "On Implementing Mehrotra’s Predictor-Corrector Interior-Point Method for Linear Programming," SIAM Journal on Optimization, 2, 435–449.

Madsen, K. and Nielsen, H. B. (1993), “A Finite Smoothing Algorithm for Linear Estimation,” SIAM Journal on Optimization, 3, 223–235.

Parzen, M. I., Wei, L. J., and Ying, Z. (1994), "A Resampling Method Based on Pivotal Estimating Functions," Biometrika, 81, 341–350.

Portnoy, S. and Koenker, R. (1997), "The Gaussian Hare and the Laplacian Tortoise: Computation of Squared-Error vs. Absolute-Error Estimators," Statistical Science, 12, 279–300.

Roos, C., Terlaky, T., and Vial, J.-Ph. (1997), "Theory and Algorithms for Linear Optimization," Chichester, England: John Wiley & Sons.

Rousseeuw, P. J. and Van Driessen, K. (1999), "A Fast Algorithm for the Minimum Covariance Determinant Estimator," Technometrics, 41, 212–223.

Yu, K., Lu, Z., and Stabder, J. (2003), “Quantile Regression: Application and Current Research Areas,” The Statistician, 52, 331–350.