A Bayesian Framework for Functional Mapping through Joint Modeling of Longitudinal and Time-to-Event Data

Table 1

BIC values for selecting the optimum (𝑟,𝑚,𝑔,ℎ) to model the mean-covariance structures for whole-plant biomass growth trajectories and the time to first flower in soybeans.

(𝑟,𝑚,𝑔,ℎ)	BIC
(3,3,3,2)	7.18
(3,2,3,2)	4.15
(3,3,2,2)	4.26
(3,2,2,2)	3.91
(2,2,2,2)	2.03
(2,3,2,2)	2.87
(2,2,3,2)	3.01
(2,3,3,2)	4.26
(3,3,3,3)	4.66
(3,2,3,3)	3.17
(3,3,2,3)	3.93
(3,2,2,3)	4.05
(2,2,2,3)	3.34
(2,3,2,3)	5.16
(2,2,3,3)	4.88
(2,3,3,3)	3.16