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Activity Number: 129 - Quantile and Nonparametric Regression Models
Type: Contributed
Date/Time: Monday, July 31, 2017 : 8:30 AM to 10:20 AM
Sponsor: Section on Nonparametric Statistics
Abstract #323695
Title: Partial Rank Regression Models with Penalized Warped Wavelets
Author(s): Eddy Kwessi*
Companies: Trinity University
Keywords: Partia-Rank ; Regression ; Penalized ; Warped ; Wavelets

In this paper, we study partial linear models with a linear part and a nonlinear monotone part. We estimate the linear part using rank regression techniques, and we estimate the nonlinear function monotone function using warped wavelets. The resulting wavelets coefficients are thresholded so as to produce a consistent estimator in nonparametric settings. Simulations as well as real data applications are provided.

Authors who are presenting talks have a * after their name.

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