Causal Inference in Threshold Regression and the Neural Network Extension (TRNN)
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- Sander Greenland & Judea Pearl, 2011. "Adjustments and their Consequences—Collapsibility Analysis using Graphical Models," International Statistical Review, International Statistical Institute, vol. 79(3), pages 401-426, December.
- Mei-Ling Ting Lee & John Lawrence & Yiming Chen & G. A. Whitmore, 2022. "Accounting for delayed entry into observational studies and clinical trials: length-biased sampling and restricted mean survival time," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 28(4), pages 637-658, October.
- Riccardo De Bin & Vegard Grødem Stikbakke, 2023. "A boosting first-hitting-time model for survival analysis in high-dimensional settings," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 29(2), pages 420-440, April.
- Sven Ove Samuelsen, 2023. "Cox regression can be collapsible and Aalen regression can be non-collapsible," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 29(2), pages 403-419, April.
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Keywords
first-hitting-time; G-computation; machine learning; high-dimensional data;All these keywords.
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