A multidimensional MRA pdf model. An application to Conditional Quantile Regression
by F. Palacios-González and R.M. García-Fernández
The aim of this paper is twofold. Firstly, the one-dimensional Multiresolution Analysis (MRA) pdf model is extended to the bi-dimensional and multi-dimensional case. Secondly, the quantile regression methods are applied to a bi-dimensional MRA model. This provides an alternative procedure for estimating, by computational techniques, the conditional quantile lines without requiring an explicit analytical model.
Cubic box spline; multiresolution analysis pdf model; quantile regression
F. Palacios-González, email@example.com
Rosa M García-Fernández, firstname.lastname@example.org
Ghorai, Jugal K, email@example.com
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