Table 2 Methods used in identified studies
N (%) | |
|---|---|
Source of joint modelling methods used | |
Own methods developed | 18 (27.7) |
Guo-Carlin 2004 [75] | 13 (20.0) |
Rizopoulos 2010 JM R package [76] | 10 (15.4) |
Henderson et al 2000 [9] | 7 (10.8) |
Tsiatis and Davidian 2004 [1] | 7 (10.8) |
Rizopoulos 2012 [77] | 6 (9.2) |
Wulfsohn and Tsiatis 1997 [88] | 6 (9.2) |
Diggle et al 2008 [89] | 3 (4.6) |
Crowther et al 2013 [81] | 2 (3.1) |
Proust-Lima et al 2009 [82] | 2 (3.1) |
Rizopoulos 2011 [90] | 2 (3.1) |
Approach | |
Frequentist | 45 (69.2) |
Bayesian | 17 (26.2) |
Both | 1 (1.5) |
Unclear | 2 (3.1) |
Sharing structure | |
Fixed and Random Effects | 33 (50.8) |
Current Value of Fixed and Random Effects | 24 (36.9) |
Current Slope (first derivative) of Fixed and Random Effects | 3 (4.6) |
Current Value of Fixed and Random Effects and Current Slope (first derivative) of Fixed and Random Effects | 5 (7.7) |
Fixed and random effects without covariates | 1 (1.5) |
Random Effects only | 27 (41.5) |
Intercept only | 5 (7.7) |
Random Effects with covariates | 7 (10.8) |
Random Effects without covariates | 9 (13.8) |
Random Effects unclear with or without covariates | 6 (9.2) |
Latent Class | 3 (4.6) |
Specialist sharing structure | 4 (6.2) |
Unclear | 4 (6.2) |