Techniques of Quantile Regression.
STATE UNIV OF NEW YORK AT BUFFALO AMHERST STATISTICAL SCIENCE DIV
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The asymptotic properties of different nonparametric estimators of a regression function are studied. The motivation for these estimators comes from the unified approach to statistics developed by Parzen under the name of Nonparametric Statistical Data Science in which the quantile function plays a crucial role. We call them quantile regression estimators.
- Statistics and Probability