JM swMATH ID: 10494 Software Authors: Rizopoulos, D. 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 all top 5 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 all top 5 Cited in 36 Serials 10 Computational Statistics and Data Analysis 6 Biometrics 5 Lifetime Data Analysis 4 Biometrical Journal 4 Journal of Statistical Computation and Simulation 4 Journal of Applied Statistics 3 Communications in Statistics. Simulation and Computation 3 Communications in Statistics. Theory and Methods 3 Statistical Modelling 3 The International Journal of Biostatistics 3 Statistics and Computing 2 International Statistical Review 2 SORT. Statistics and Operations Research Transactions 2 Statistical Methods and Applications 1 The Canadian Journal of Statistics 1 Journal of Computational and Applied Mathematics 1 Statistica Neerlandica 1 Revista Colombiana de Estadística 1 Statistics 1 Computational Statistics 1 European Journal of Operational Research 1 Monte Carlo Methods and Applications 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series A. Statistics in Society 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series 1 ASTIN Bulletin 1 Statistical Applications in Genetics and Molecular Biology 1 Hacettepe Journal of Mathematics and Statistics 1 REVSTAT 1 Computational & Mathematical Methods in Medicine 1 Journal of Statistical Theory and Practice 1 Chapman & Hall/CRC Biostatistics Series 1 Sankhyā. Series A 1 Journal of Statistical Distributions and Applications 1 Statistical Theory and Related Fields all top 5 Cited in 8 Fields 78 Statistics (62-XX) 11 Biology and other natural sciences (92-XX) 6 Numerical analysis (65-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year