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JM

swMATH ID: 10494
Software Authors:
Description: JM: an R package for the joint modelling of longitudinal and time-to-event data. In longitudinal studies measurements are often collected on different types of outcomes for each subject. These may include several longitudinally measured responses (such as blood values relevant to the medical condition under study) and the time at which an event of particular interest occurs (e.g., death, development of a disease or dropout from the study). These outcomes are often separately analyzed; however, in many instances, a joint modeling approach is either required or may produce a better insight into the mechanisms that underlie the phenomenon under study. In this paper we present the R package JM that fits joint models for longitudinal and time-to-event data.
Homepage: https://cran.r-project.org/web/packages/JM/index.html
Source Code:  https://github.com/cran/JM
Dependencies: R
Related Software: JMbayes; R; joineR; STJM; joineRML; nlme; lcmm; survival; SAS; WinBUGS; frailtypack; Stata; BayesDA; JMfit; survivalROC; lme4; comprisk; CRAN; GitHub; fda (R)
Cited in: 79 Documents

Standard Articles

1 Publication describing the Software Year
JM: An R Package for the Joint Modelling of Longitudinal and Time-to-Event Data Link
Dimitris Rizopoulos
2010
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Cited by 190 Authors

8 Rizopoulos, Dimitris
5 Philipson, Pete
4 Khan, Shahedul A.
3 Bhattacharjee, Atanu
3 Hickey, Graeme L.
3 Kolamunnage-Dona, Ruwanthi
3 Viviani, Sara
2 Alfò, Marco
2 Cai, Tianxi
2 Charalambous, Christiana
2 Commenges, Daniel
2 Dendale, Paul
2 Foster, Peter
2 Ganjali, Mojtaba
2 Hossain, Shakhawat
2 Ieva, Francesca
2 Jorgensen, Andrea
2 Mayr, Andreas
2 Molenberghs, Geert
2 Njagi, Edmund Njeru
2 Nur, Darfiana
2 Piulachs, Xavier
2 Rappl, Anja
2 Rue, Håvard
2 Spreafico, Marta
2 van Niekerk, Janet
2 Vishwakarma, Gajendra Kumar
2 Waldmann, Elisabeth
2 Zheng, Yingye
1 Alemany, Ramon
1 Alvares, Danilo
1 Armero, Carmen
1 Azarbar, Ali
1 Baghfalaki, Taban
1 Bahrami Samani, Ehsan
1 Bakka, Haakon C.
1 Banerjee, Souvik
1 Barrett, Jessica K.
1 Bartolucci, Francesco
1 Basharat, Nyla
1 Basol, Merve
1 Belle, Steven H.
1 Bergherr, Elisabeth
1 Branford, Alan
1 Briollais, Laurent
1 Cai, Guoliang
1 Cai, Jianwen
1 Cairns, Karen J.
1 Calabrese, Raffaella
1 Cao, Hongyuan
1 Chen, Chyong-Mei
1 Chen, Ding-Geng
1 Chen, Li
1 Chen, Yuqi
1 Crook, Jonathan N.
1 Crowther, Michael J.
1 Das, Kiranmoy
1 Dempsey, Walter
1 Dennis, Divya
1 Desmée, Solène
1 Diggle, Peter John
1 Efendi, Achmad
1 Farcomeni, Alessio
1 Fiocco, Marta
1 Forte, Anabel
1 Forzley, Quinn
1 Frees, Edward W.
1 Furgal, Allison K. C.
1 Galán-Arcicollar, Cristina
1 Gao, Sujuan
1 Gefeller, Olaf
1 George, Preethi S.
1 Gogoi, Manash Pratim
1 Goksuluk, Dincer
1 Gómez, Guadalupe
1 Guedj, Jeremie
1 Guillen, Montserrat
1 Guo, Wensheng
1 Hari, Anand
1 Heagerty, Patrick J.
1 Henderson, Robin G.
1 Hepp, Tobias
1 Hofner, Benjamin
1 Hossain, Zakir
1 Hu, Jingyi
1 Huang, Yangxin
1 Huertas, Jaime Abel
1 Huong, Pham Thi Thu
1 Jinto, Edakkalathoor George
1 Jones, Geoff
1 Karaagaoglu, Ergun
1 Karl, Andrew T.
1 Khondoker, Md. Mizanur Rahman
1 Khosa, Saima Khan
1 Kneib, Thomas
1 Kotanko, Peter
1 Krishna, Kumarapillai Mohanan Nair Jagathnath
1 Krishnan, Shekhar
1 Kundu, Damitri
1 Lan, Lan
...and 90 more Authors

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