aftgee
swMATH ID: | 14643 |
Software Authors: | Chiou, S.; Kang, S.; Yan, J. |
Description: | aftgee: Accelerated Failure Time Model with Generalized Estimating Equations. This package features both rank-based estimates and least square estimates to the Accelerated Failure Time (AFT) model. For rank-based estimation, it provides approaches that include the computationally efficient Gehan’s weight and the general’s weight such as the logrank weight. For the least square estimation, the estimating equation is solved with Generalized Estimating Equations (GEE). Moreover, in multivariate cases, the dependence working correlation structure can be specified in GEE’s setting. |
Homepage: | https://cran.r-project.org/web/packages/aftgee/index.html |
Source Code: | https://github.com/cran/aftgee |
Dependencies: | R |
Related Software: | R; survival; BB; goftte; afttest; quantreg; LSS; simexaft; rms; geepack; eha; mlr3; Optuna; CatBoost; PRMLT; LambdaMART; pycox; Scikit; LightGBM; scikit-survival |
Cited in: | 13 Documents |
Standard Articles
1 Publication describing the Software | Year |
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Fitting Accelerated Failure Time Models in Routine Survival Analysis with R Package aftgee Link Sy Chiou; Sangwook Kang; Jun Yan |
2014
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Cited by 23 Authors
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Cited in 9 Serials
Cited in 1 Field
13 | Statistics (62-XX) |