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Deep tobit model: an integrated framework for high-dimensional censored regression with variable selection.
Tong Wu, Jiawen Hu, Zhi-Sheng Ye, Nan Chen
Published: 202610.1007/s10985-026-09690-5
Abstract
High-dimensional data with left-censored responses are increasingly common in modern applications, yet existing methods for analyzing them are limited. Classical Tobit models fail to handle nonlinear relationships or perform high-dimensional variable…
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