On Multivariate Quantile Regression: Directional Approach and Application with Growth Charts

In this thesis, we introduce a concept of directional quantile envelopes, the intersection of the halfspaces determined by directional quantiles, and show that they allow for explicit probabilistic interpretation, compared to other multivariate quantile concepts. Directional quantile envelopes provi...

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Bibliographic Details
Main Author: Kong, Linglong
Other Authors: Mizera, Ivan (Mathematical and Statistical Sciences)
Format: Others
Language:en
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10048/462