Justin Hall Shows

Works (1)

Updated: July 5th, 2023 15:48

2010 journal article

Sparse estimation and inference for censored median regression

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 140(7), 1903–1917.

By: J. Shows n, W. Lu n & H. Zhang n

author keywords: Censored quantile regression; LASSO; Inverse censoring probability; Solution path
TL;DR: This paper proposes a new procedure to minimize an inverse-censoring-probability weighted least absolute deviation loss subject to the adaptive LASSO penalty and result in a sparse and robust median estimator and proposes a resampling method to estimate the variance of the estimator. (via Semantic Scholar)
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