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frailtypack

swMATH ID: 6070
Software Authors: Virginie Rondeau, Juan R. Gonzalez, Yassin Mazroui, Audrey Mauguen, Amadou Diakite
Description: frailtypack: General Frailty models using a semi_parametric penalized likelihood estimation or a parametric estimation , Frailtypack now fits several classes of frailty models using a penalized likelihood estimation on the hazard function but also a parametric estimation. 1) A shared gamma frailty model and Cox proportional hazard model. Clustered and recurrent survival times can be studied (the Andersen-Gill(1982) approach has been implemented for recurrent events). An automatic choice of the smoothing parameter is possible using an approximated cross-validation procedure. 2) Additive frailty models for proportional hazard models with two correlated random effects (intercept random effect with random slope). 3) Nested frailty models for hierarchically clustered data (with 2 levels of clustering) by including two iid gamma random effects. 4) Joint frailty models in the context of joint modelling for recurrent events with terminal event for clustered data or not. Prediction values are available. Left truncated (not for Joint model), right-censored data, interval-censored data (only for Cox proportional hazard and shared frailty model) and strata (max=2) are allowed. The package includes concordance measures for Cox proportional hazards models and for shared frailty models.
Homepage: http://cran.r-project.org/web/packages/frailtypack/
Source Code: https://github.com/cran/frailtypack
Dependencies: R; survival, boot
Keywords: correlated survival times; frailty models; cure frailty model; nested frailty model; joint frailty model; penalized likelihood
Related Software: R; survival; coxme; JM; SAS; phmm; frailtyHL; parfm; Statmod; JMbayes; joineR; Rcpp; gss; WinBUGS; nlme; Stata; frailtySurv; survsim; BayesX; lme4
Cited in: 33 Publications
all top 5

Cited by 86 Authors

5 Rondeau, Virginie
3 Brouste, Véronique
3 Mathoulin-Pelissier, Simone
2 Du, Pang
2 Jacqmin-Gadda, Hélène
2 Lee, Youngjo
2 MacGrogan, Gaetan
2 Mazroui, Yassin
1 Al-Khalidi, Hussein R.
1 Andersen, Per Kragh
1 Angst, Jules
1 Basharat, Nyla
1 Bedair, Khaled F.
1 Bouché, Olivier
1 Boufassa, Faroudy
1 Brown, Paul M.
1 Cai, Jianwen
1 Carter, Randy L.
1 Chen, Chyong-Mei
1 Chen, Yihau
1 Chen, Yingyu
1 Chuang, Ya-Wen
1 Commenges, Daniel
1 Ducreux, Michel
1 Efendi, Achmad
1 Elghafghuf, Adel
1 Ezekowitz, Justin A.
1 Ferrer, Loïc
1 Golzy, Mojgan
1 Groll, Andreas
1 Gu, Xiaolu
1 Ha, Il Do
1 Han, Miao
1 Haugen, Marion
1 He, Xin
1 Hong, Yili
1 Hougaard, Philip
1 Huang, Chiung-Yu
1 Huang, Xuelin
1 Huber, Catherine
1 Iddi, Samuel
1 Jeong, Jong-Hyeon
1 Jiang, Yihua
1 Khan, Shahedul A.
1 Kim, Gwangsu
1 Król, Agnieszka
1 Latouche, Aurélien
1 Li, Jie
1 Liu, Lei
1 Liu, Li
1 Liu, Yanyan
1 Liu, Yutao
1 Mauguen, Audrey
1 Meyer, Laurence H.
1 Michiels, Stefan
1 Moger, Tron Anders
1 Molenberghs, Geert
1 Moreau, Thierry
1 Noh, Maengseok
1 O’Quigley, John
1 Park, Kayoung
1 Peng, Yingwei
1 Pénichoux, Juliette
1 Pignon, Jean-Pierre
1 Proust-Lima, Cécile
1 Qin, Jing
1 Qiu, Peihua
1 Ravn, Henrik
1 Rönnegård, Lars
1 Shen, Pao-Sheng
1 Song, Rui
1 Soubeyran, Pierre
1 Stryhn, Henrik
1 Sun, Jianguo
1 Sun, Liuquan
1 Tong, Xingwei
1 Tutz, Gerhard E.
1 Wang, Mei-Cheng
1 Wang, Xiaoguang
1 Wang, Yuedong
1 Wen, Chi-Chung
1 Xu, Wei
1 Zhang, Caiya
1 Zhang, Zhongwen
1 Zhao, Xingqiu
1 Zhu, Jun

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