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. Author manuscript; available in PMC: 2016 Jan 1.
Published in final edited form as: Technometrics. 2015 Feb 13;57(3):341–350. doi: 10.1080/00401706.2015.1006338

Table 2.

The average MISE and AVSE results of the four different estimation methods over 100 repetitions for the Lotka-Volterra model.

MISE Results

a
ac
b
bc
c
cc
d
dc
H L

BIC 0.0003 0.0004 0.0001 0.0001 0.0003 0.0004 0.0003 0.0003 0.0686 0.2256
AIC 0.0003 0.0005 0.0003 0.0003 0.0004 0.0005 0.0005 0.0006 0.0753 0.3286
GCV 0.0004 0.0004 0.0004 0.0004 0.0005 0.0005 0.0005 0.0006 0.0769 0.3379
Method II 2.0791 0.0243 0.2595 0.0111 0.1354 0.0021 0.0091 0.0014 0.7312 2.4234
Method III 15.092 6.2885 0.6572 0.3224 1.6878 0.8086 0.1592 0.1568 67.461 319.75
Method IV 0.0020 0.0172 0.0005 0.0105 0.0010 0.0018 0.0004 0.0049 1.1003 4.1468

AVSE Results

a
ac
b
bc
c
cc
d
dc
H L

BIC 0.0012 0.0032 0.0013 0.0032 0.0012 0.0035 0.0013 0.0037 0.0095 0.0239
AIC 0.0013 0.0033 0.0013 0.0033 0.0012 0.0035 0.0013 0.0039 0.0096 0.0243
GCV 0.0012 0.0032 0.0015 0.0032 0.0013 0.0038 0.0014 0.0036 0.0098 0.0241
Method II 0.3178 0.0563 0.0974 0.0424 0.0496 0.0137 0.0139 0.0113 0.1648 0.2645
Method III 0.9365 0.9365 0.2106 0.2106 0.3479 0.3479 0.1043 0.1043 0.9214 1.6795
Method IV 0.0124 0.0440 0.0063 0.0309 0.0085 0.0162 0.0056 0.0200 0.1963 0.3553