\begin{thebibliography}{10}

\bibitem{StatLib}
{StatLib: Data, Software and News from the Statistics Community}.
\newblock {Department of Statistics, Carnegie Melon University}, 2006.
\newblock http://lib.stat.cmu.edu/.

\bibitem{Costing}
Naoki Abe, Bianca Zadrozny, and John Langford.
\newblock Cost sensitive learning by cost-proportionate example weighting.
\newblock In {\em Proceedings of the 2003 IEEE International Conference on Data
  Mining (ICDM'03)}, pages 435--442, 2003.

\bibitem{UCI-KDD}
S.~D. Bay.
\newblock {UCI KDD} archive.
\newblock {Department of Information and Computer Sciences, University of
  California, Irvine}, 2006.
\newblock http://kdd.ics.uci.edu/.

\bibitem{UCI-ML}
C.~L. Blake and C.~J. Merz.
\newblock {UCI} repository of machine learning databases.
\newblock Department of Information and Computer Sciences, University of
  California, Irvine, 2006.
\newblock http://www.ics.uci.edu/$\sim$mlearn/MLRepository.html.

\bibitem{Koenker05}
Roger Koenker.
\newblock {\em Quantile Regression}.
\newblock Econometric Society Monograph Series. Cambridge University Press,
  2005.

\bibitem{Koenker01}
Roger Koenker and Kevin Hallock.
\newblock Quantile regression.
\newblock {\em Journal of Economic Perspectives}, 15:143--156, 2001.

\bibitem{Probing}
John Langford and Bianca Zadrozny.
\newblock Estimating class membership probabilities using classifier learners.
\newblock In {\em Proceedings of the Tenth International Workshop on Artificial
  Intelligence and Statistics}, pages 198--205. Society for Artificial
  Intelligence and Statistics, 2005.

\bibitem{JQ}
Joaquin Quinonero-Candela, Carl~Edward Rasmussen, Fabian Sinz, Olivier
  Bousquet, and Bernhard Schölkopf.
\newblock Evaluating predictive uncertainty challenge.
\newblock In {\em Evaluating Predictive Uncertainty, Visual Object
  Categorization and Textual Entailment}, volume 3944 of {\em Lecture Notes in
  Computer Science}, pages 1--27. Springer Verlag, 2006.

\bibitem{RPZ}
Saharon Rosset, Claudia Perlich, and Bianca Zadrozny.
\newblock High-quantile modeling for marketing, sales and outlier detection
  applications.
\newblock Submitted to KDD-2006, 2006.

\bibitem{Rosset}
Saharon Rosset, Claudia Perlich, Bianca Zadrozny, Srujana Merugu, Sholom Weiss,
  and Rick Lawrence.
\newblock Wallet estimation models.
\newblock In {\em Proceedings of the International Workshop on Customer
  Relationship Management: Data Mining Meets Marketing (CRM Workshop)}, 2005.

\bibitem{LSS}
Ichiro Takeuchi, Quoc~V. Le, Tim Sears, and Alex Smola.
\newblock Nonparametric quantile regression.
\newblock NICTA Technical Report, 2005.

\bibitem{anchoring}
Brian Wansink, Robert~J. Kent, and Stephen~J. Hoch.
\newblock An anchoring and adjustment model of purchase quantity decisions.
\newblock {\em Journal of Marketing Research}, 35(1):71--81, February 1998.

\bibitem{Weka}
Ian~H. Witten and Eibe Frank.
\newblock {\em Data Mining: Practical machine learning tools and techniques}.
\newblock Morgan Kaufmann, San Francisco, 2005.

\end{thebibliography}
