Estimation of Parameters on Probability Density Function Using Enhanced GLUE Approach

Table 3

MSEP prediction analysis.

Amount of data	Techniques	Amount of iterations	Initial parameters
Beginning of the preceding parameter distribution
0	—	—	—	15.32
6	MCMC	1000	2	4.91 (1.3)
6	GLUE	1000	—	2.52 (0.31)
6	MCMC	2000	1	3.72 (0.56)
6	GLUE	2000	—	4.21 (0.28)
50	MCMC	1000	2	1.33 (0.5)
50	GLUE	1000	—	1.33 (0.33)
50	MCMC	2000	2	1.17 (0.52)
50	GLUE	2000	—	1.20 (0.06)
Preceding parameters having lower variations
6	MCMC	1000	2	4.53 (1.23)
50	MCMC	1000	2	2.92 (0.03)