msm swMATH ID: 8096 Software Authors: Christopher Jackson Description: R package msm: Multi-state Markov and hidden Markov models in continuous time. Functions for fitting general continuous-time Markov and hidden Markov multi-state models to longitudinal data. A variety of observation schemes are supported, including processes observed at arbitrary times (panel data), continuously-observed processes, and censored states. Both Markov transition rates and the hidden Markov output process can be modelled in terms of covariates, which may be constant or piecewise-constant in time. Homepage: http://cran.r-project.org/web/packages/msm/index.html Source Code: https://github.com/cran/msm Dependencies: R Related Software: R; mstate; survival; etm; p3state.msm; depmixS4; HiddenMarkov; SAS; mvna; invGauss; mhsmm; msSurv; flexsurv; hsmm; LMest; TPmsm; depmix; hmm.discnp; HMM; SemiMarkov Cited in: 39 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 115 Authors 3 Chow, Sy-Miin 3 van den Hout, Ardo 2 Cook, Richard J. 2 Farewell, Vern T. 2 Visser, Ingmar 1 Abner, Erin L. 1 Allignol, Arthur 1 Aschenbrenner, Andrew 1 Balasubramanian, Raji 1 Bartolucci, Francesco 1 Bello, Nora M. 1 Beyersmann, Jan 1 Biagini, Francesca 1 Bulla, Jan 1 Carroll, Raymond James 1 Cassarly, Christy 1 Chan, Wenyaw 1 Chimowitz, Marc 1 Ciptadi, Arridhana 1 Clifford, R. Jack Jr. 1 Couchoud, Cécile 1 D’Amico, Guglielmo 1 Dantony, Emmanuelle 1 Dany, Antoine 1 Darlington, Gerarda A. 1 Dittrich, Regina 1 Döpfer, D. 1 Doss, Charles R. 1 Ecochard, René 1 Elsensohn, Mad-Hélénie 1 Fardo, David W. 1 Fischer, Matthias 1 Francis, Brian J. 1 García-Mora, Belén 1 Gautam, Raju 1 Ghate, Archis 1 Grand, Alexandra 1 Groll, Andreas 1 Gu, Xiangdong 1 Hannig, Jan 1 Holmes, Ian 1 Horrocks, Julie 1 Hunter, Michael D. 1 Ivanek, Renata 1 Jackson, Christopher H. 1 Jiang, Shu 1 Kaspar, C. 1 Kato-Maeda, Midori 1 Katz, Mindy 1 Kawai, Reiichiro 1 Keown-Stoneman, Charles D. G. 1 Kotas, Jakob 1 Kryscio, Richard J. 1 Kulow, M. 1 Langrock, Roland 1 Lawless, Jerald F. 1 Lindström, Erik 1 Lou, Wenjie 1 Machado, Robson J. M. 1 Madsen, Henrik O. 1 Marra, Giampiero 1 Martin, Renee’ H. 1 Maruotti, Antonello 1 Messinger, Daniel S. 1 Minin, Vladimir N. 1 Montanari, Giorgio Eduardo 1 Moriña, David 1 Möstel, Linda 1 Mullen, Patricia D. 1 Muniz-Terrera, Graciela 1 Navarro, Enrique A. 1 Nystrup, Peter 1 Ou, Lu 1 Palesch, Yuko Y. 1 Pandolfi, Silvia 1 Patterson, Toby A. 1 Peña, Edsel A. 1 Peng, Ho-Lan 1 Pertzborn, K. M. 1 Pfeuffer, Marius 1 Prince, Emily B. 1 Putter, Hein 1 Qiu, Qinjing 1 Rad, N. Nazeri 1 Ramakrishnan, Viswanathan 1 Rehg, James M. 1 Rozga, Agata 1 Rubio, Gregorio 1 Ruiz-Castro, Juan Eloy 1 Santamaría, Cristina 1 Schumacher, Martin 1 Scocchera, Stefania 1 Sharples, Linda D. 1 Speekenbrink, Maarten 1 Steibel, Juan P. 1 Storchi, Loriano 1 Storlie, Curtis B. 1 Su, Li 1 Suchard, Marc A. 1 Tadesse, Mahlet G. ...and 15 more Authors all top 5 Cited in 27 Serials 4 Lifetime Data Analysis 3 Psychometrika 3 Communications in Statistics. Simulation and Computation 3 Communications in Statistics. Theory and Methods 2 Statistics & Probability Letters 2 Computational Statistics and Data Analysis 1 Biometrical Journal 1 Biometrics 1 Journal of the American Statistical Association 1 Journal of Mathematical Psychology 1 Metron 1 Insurance Mathematics & Economics 1 Mathematical and Computer Modelling 1 Computational Statistics 1 European Journal of Operational Research 1 Test 1 Informatica (Vilnius) 1 Journal of Applied Statistics 1 Quantitative Finance 1 Statistical Modelling 1 Statistical Methods and Applications 1 Monographs on Statistics and Applied Probability 1 Journal of Biological Dynamics 1 AStA. Advances in Statistical Analysis 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Use R! all top 5 Cited in 8 Fields 35 Statistics (62-XX) 10 Probability theory and stochastic processes (60-XX) 7 Numerical analysis (65-XX) 6 Biology and other natural sciences (92-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year