Table 1.

Comparison of estimated parameters in the non‐linear state‐space model for the JAK‐STAT pathway using RBPF, EKF, ML approach and UKF

Study	k 1	k 2	k 3	k 4	τ
RBPF (our study)	0.022916	2.343347	0.117178	0.102687	6.1
EKF	0.0211	2.2788	0.1064	0.1057	6 min
ML	0.0210	2.4600	0.1066	0.1066	6.4 min
UKF	0.0515		3.3900	0.3500