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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
Fitting Accelerated Failure Time Models in Routine Survival Analysis with R Package aftgee Link
Sy Chiou; Sangwook Kang; Jun Yan
2014
all top 5

Cited by 23 Authors

6 Kang, Sangwook
3 Yan, Jun
2 Choi, Sangbum
2 Kim, Kyuhyun
1 Bae, Woojung
1 Barnwal, Avinash
1 Beyhum, Jad
1 Caplan, Daniel J.
1 Chiou, Sy Han
1 Cho, Hyunsoon
1 Cho, Hyunsu
1 Choi, Dongrak
1 Choi, Taehwa
1 Giurcanu, Mihai C.
1 Hocking, Toby Dylan
1 Karrison, Theodore G.
1 Ko, Jungyeol
1 Seo, Byungtae
1 Van Keilegom, Ingrid
1 Wang, Haiying
1 Yang, Zehan
1 Yu, Xue
1 Zhao, Yichuan
all top 5

Cited in 9 Serials

3 Statistics and Computing
2 Journal of Statistical Computation and Simulation
2 Test
1 Biometrics
1 Computational Statistics
1 Lifetime Data Analysis
1 Journal of the Korean Statistical Society
1 Journal of Computational and Graphical Statistics
1 Japanese Journal of Statistics and Data Science

Cited in 1 Field

13 Statistics (62-XX)

Citations by Year