Causal Inference in Threshold Regression and the Neural Network Extension (TRNN)

The first-hitting-time based model conceptualizes a random process for subjects’ latent health status. The time-to-event outcome is modeled as the first hitting time of the random process to a pre-specified threshold. Threshold regression with linear predictors has numerous benefits in causal surviv...

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Bibliographic Details
Main Authors: Yiming Chen, Paul J. Smith, Mei-Ling Ting Lee
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/6/2/36