Bayesian analysis for quantile smoothing spline

In Bayesian quantile smoothing spline [Thompson, P., Cai, Y., Moyeed, R., Reeve, D., & Stander, J. (2010). Bayesian nonparametric quantile regression using splines. Computational Statistics and Data Analysis, 54, 1138–1150.], a fixed-scale parameter in the asymmetric Laplace likelihood tends to...

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Bibliographic Details
Main Authors: Zhongheng Cai, Dongchu Sun
Format: Article
Language:English
Published: Taylor & Francis Group 2021-10-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2021.1946372