most citedModel diagnostics for censored regression via randomized survival probabilities

10 citations · 12 across the 5 of their papers we have counts for

collaborators

5 papers

stat.ME2023★ 1 cited

A Comparison of Parameter Estimation Methods for Shared Frailty Models

Tingxuan Wu, Cindy Feng, Longhai Li

This paper compares six different parameter estimation methods for shared frailty models via a series of simulation studies. A shared frailty model is a survival model that incorpo…

cs.IT2023

Designing Discontinuities

Ibtihal Ferwana, Suyoung Park, Ting-Yi Wu +1

Discontinuities can be fairly arbitrary but also cause a significant impact on outcomes in larger systems. Indeed, their arbitrariness is why they have been used to infer causal re…

stat.ME2023★ 1 cited

Cross-validatory Z-Residual for Diagnosing Shared Frailty Models

Tingxuan Wu, Cindy Feng, Longhai Li

Residual diagnostic methods play a critical role in assessing model assumptions and detecting outliers in statistical modelling. In the context of survival models with censored obs…

stat.ME2023

Z-residual diagnostics for detecting misspecification of the functional form of covariates for shared frailty models

Tingxuan Wu, Longhai Li, Cindy Feng

In survival analysis, the hazard function often depends on a set of covariates. Martingale and deviance residual are most widely used for examining the validity of the function for…

stat.ME2019★ 10 cited

Model diagnostics for censored regression via randomized survival probabilities

Longhai Li, Tingxuan Wu, Cindy Feng

Residuals in normal regression are used to assess a model's goodness-of-fit (GOF) and discover directions for improving the model. However, there is a lack of residuals with a char…