data/e3mg.R

In RobinHankin/multivator: A Multivariate Emulator

"e3mg" <-
structure(c(0.04, 0.05, 0.02, -0.12, 0.01, 0.15, 0.05, -0.08, 
-0.08, 0, -0.04, -0.03, 0.11, -0.1, 0.08, -0.05, 0.09, 0.22, 
-0.04, -0.09, -0.07, -0.06, -0.1, -0.03, 0.03, -0.06, -0.15, 
-0.07, 0.11, 0.03, 0.01, -0.02, 0.12, 0.08, 0.04, 0.02, 0.01, 
0.02, -0.02, 0.07, 0.04, -0.01, -0.16, 0, 0.08, -0.04, 0.07, 
-0.16, -0.09, -0.1, 0, 0.03, 0.04, 0.12, -0.1, -0.14, -0.07, 
-0.18, -0.05, -0.08, 0.1, 0.09, -0.08, -0.07, -0.06, -0.13, 0, 
-0.05, -0.07, 0.09, -0.03, 0.05, -0.08, -0.19, -0.04, 0.1, 0.02, 
0.06, -0.08, -0.06, 0.02, 0.06, 0, 0.19, -0.01, 0.17, 0.04, 0.08, 
-0.08, -0.18, 0.1, -0.09, -0.21, 0.03, -0.05, -0.09, 0.06, 0.04, 
0.02, 0.15, -0.03, -0.09, -0.09, -0.2, -0.07, -0.16, -0.13, 0.02, 
-0.03, -0.12, 0.13, -0.01, 0.12, -0.04, -0.01, 0.04, 0.02, 0.15, 
0.04, 0.1, 0.08, 0.03, -0.16, 0.13, -0.12, 0.01, -0.04, 0.08, 
0.01, 0.04, 0.01, -0.01, -0.03, 0.08, -0.02, -0.03, -0.21, 0.06, 
0.11, 0.06, 0.04, 0.1, 0.02, 0.05, 0.04, -0.07, -0.05, 0.08, 
0.15, -0.16, -0.1, 0.12, 0.06, 0, -0.16, -0.02, -0.06, 0.15, 
0.12, -0.06, 0.1, 0.08, -0.11, -0.01, 0.05, 0.03, -0.14, 0.07, 
-0.15, 0.02, 0.07, 0.02, -0.01, 0.01, 0.02, 0.14, -0.26, -0.01, 
0.01, 0.09, -0.08, 0.05, -0.01, 0.1, -0.19, 0.07, 0.05, -0.08, 
-0.05, -0.02, -0.07, 0, -0.06, 0.07, 0.02, -0.11, 0.1, -0.15, 
-0.05, -0.17, 0, 0.04, -0.23, 0, 0.16, 0.11, -0.12, -0.02, -0.07, 
-0.03, -0.27, 0.03, 0.07, -0.09, 0.13, 0.04, 0, -0.11, -0.1, 
0.21, -0.22, 0.03, 0.16, 0.09, -0.08, 0.03, -0.1, 0.1, -0.01, 
-0.07, -0.16, 0.15, 0.2, 0.01, 0, -0.06, -0.1, 0.1, -0.15, -0.1, 
0.15, -0.01, 0.04, -0.01, 0.1, 0.02, -0.04, -0.04, 0.06, -0.07, 
-0.03, 0.01, 0, -0.11, -0.12, 0.01, -0.03, 0.12, -0.07, -0.04, 
-0.17, -0.21, 0.01, -0.05, -0.01, 0.08, -0.05, 0.11, 0.12, 0.01, 
-0.04, 0, 0.08, -0.05, 0.08, 0, -0.13, -0.09, -0.2, 0.01, 0, 
-0.11, 0.08, 0.04, -0.08, -0.11, -0.07, -0.04, 0.06, -0.04, -0.06, 
-0.01, 0.21, 0.09, -0.03, -0.01, 0.01, 0.07, 0.18, -0.05, -0.18, 
0.09, -0.15, -0.15, 0, 0.02, -0.06, -0.15, -0.05, 0.03, -0.11, 
-0.06, 0.13, -0.1, -0.14, 0.07, -0.02, -0.05, 0.05, 0.06, -0.1, 
0.08, 0.11, 0.16, -0.09, -0.02, 0.03, 0.08, 0.02, 0.14, -0.11, 
0.07, -0.09, -0.05, 0.02, -0.16, 0.07, -0.04, 0.01, 0.01, -0.23, 
-0.05, 0.04, 0.18, 0.04, 0.09, 0.07, 0.09, 0.07, -0.06, -0.05, 
-0.13, 0.12, 0.12, -0.03, 0.01, 0.12, 0.12, 0.07, 0.03, 0.1, 
-0.06, -0.08, 0.04, 0.09, -0.18, -0.03, -0.1, -0.05, 0.09, 0.17, 
0, -0.01, -0.01, -0.07, -0.09, -0.09, -0.16, 0.1, -0.13, 0.07, 
-0.07, 0.18, -0.13, -0.13, 0.02, 0.1, 0, 0, 0.04, -0.01, 0, -0.02, 
0.12, 0, 0.11, -0.1, 0.08, 0.14, -0.07, -0.1, 0.1, 0.08, -0.23, 
-0.04, -0.24, 0.12, 0.07, 0.14, -0.06, -0.05, 0, -0.09, -0.09, 
-0.13, -0.09, -0.14, 0.07, 0.15, 0.04, -0.03, -0.1, -0.01, 0.11, 
0.01, -0.02, -0.06, -0.16, 0.06, 0.02, -0.01, -0.09, 0.08, -0.01, 
-0.06, -0.02, -0.04, -0.01, 0.04, -0.08, -0.07, -0.03, -0.05, 
0.06, 0.14, -0.07, -0.03, -0.04, -0.13, 0, 0.08, 0.02, -0.04, 
-0.09, 0.07, -0.05, -0.14, -0.06, 0.06, 0.09, -0.02, -0.03, 0.06, 
0.08, 0.14, -0.11, 0.02, -0.12, -0.11, -0.01, 0.14, -0.07, 0.01, 
0.06, -0.02, 0.16, -0.03, 0.04, 0.14, 0.17, -0.08, 0.08, -0.03, 
0.1, 0.1, 0.04, -0.07, 0.03, 0.04, 0.19, 0.1, 0.08, -0.01, -0.01, 
-0.15, 0.02, -0.04, -0.15, -0.16, -0.04, 0.05, -0.04, -0.01, 
-0.24, 0.11, 0.1, -0.02, 0.04, -0.29, 0.02, 0.05, 0.02, 0.19, 
-0.07, 0.07, -0.07, -0.04, 0.05, 0, 0.14, 0, 0.08, -0.1, -0.04, 
-0.07, -0.07, -0.11, 0.02, -0.02, 0.1, 0, 0.05, 0, 0, 0.2, 0.06, 
-0.01, 0.01, 0.05, -0.06, 0.1, -0.2, 0.12, -0.15, -0.01, -0.02, 
0.19, -0.04, 0.01, 0.14, -0.02, 0.16, 0.04, 0.07, -0.04, -0.09, 
-0.09, -0.26, 0.12, -0.12, -0.07, 0.11, -0.04, 0.02, 0.02, -0.13, 
0.1, 0.03, -0.03, 0.04, -0.05, -0.13, 0.09, 0.04, -0.09, -0.13, 
-0.03, 0.01, 0, -0.05, 0.03, -0.13, -0.09, 0.08, 0.01, -0.01, 
0.08, -0.11, 0.05, -0.14, 0.01, 0.11, -0.08, 0.08, -0.02, -0.07, 
0.02, 0.13, -0.06, -0.26, 0.02, 0.16, 0.13, 0.06, 0.04, 0.12, 
0.13, -0.16, -0.11, 0.06, -0.02, -0.04, 0, -0.05, -0.04, 0.11, 
-0.02, -0.04, -0.06, -0.05, 0.03, 0.05, 0.09, 0.12, -0.09, 0.06, 
0.04, -0.06, -0.03, -0.05, 0.12, 0.01, 0.06, 0.05, -0.01, -0.16, 
0.1, -0.16, 0.05, -0.01, -0.19, -0.06, 0.04, -0.19, 0.06, -0.07, 
-0.04, -0.01, 0.14, 0.04, -0.25, 0, 0.01, 0.02, -0.28, -0.05, 
0.14, 0, 0.01, -0.16, -0.16, 0.03, -0.06, -0.07, -0.05, 0.03, 
0.08, 0.01, -0.01, 0.02, 0.14, -0.01, -0.05, 0.17, -0.13, 0.02, 
0.1, 0.08, 0.09, -0.05, -0.16, -0.01, 0.04, -0.1, 0.04, -0.02, 
-0.05, -0.18, -0.1, 0.03, 0.13, 0.03, 0.08, 0.13, -0.03, 0.04, 
-0.09, 0.04, 0.04, 0.03, -0.05, -0.11, 0.01, 0.06, -0.06, -0.12, 
-0.07, -0.06, -0.02, 0.05, -0.02, 0.01, -0.03, 0.18, -0.01, 0.04, 
-0.06, -0.17, -0.1, 0.12, -0.04, -0.01, -0.05, -0.02, -0.05, 
-0.05, 0, 0.08, 0.07, -0.14, -0.03, 0.17, 0.04, 0.02, -0.14, 
0.12, 0.14, 0.05, 0.11, -0.03, -0.01, -0.07, -0.02, 0.09, -0.08, 
0.09, 0.04, -0.07, 0.01, 0.01, 0.03, 0.09, -0.01, 0.07, -0.06, 
0.1, 0.02, -0.08, -0.16, 0.11, -0.03, -0.15, -0.03, 0.08, -0.03, 
-0.08, 0.06, 0.03, 0.01, 0.04, -0.13, -0.07, -0.11, -0.05, 0.06, 
-0.04, -0.03, -0.01, -0.01, -0.05, 0.04, 0.09, 0.02, -0.08, -0.06, 
0.04, 0, 0.03, 0.05, -0.08, 0.05, -0.09, -0.01, -0.03, -0.06, 
0.04, 0.07, 0.04, 0.22, -0.11, -0.04, 0.16, -0.02, 0.02, 0.04, 
0.12, 0, 0, -0.03, -0.04, 0.05, 0.03, 0, -0.04, 0.05, -0.13, 
0.1, -0.04, -0.12, 0.03, -0.11, 0.01, 0.04, -0.05, -0.01, -0.09, 
0.08, 0.1, -0.02, -0.15, -0.05, -0.1, -0.1, 0.09, -0.15, 0.02, 
0.03, -0.12, -0.15, 0.14, 0.03, 0.05, 0, -0.05, 0, 0.05, -0.08, 
-0.16, -0.08, 0.07, 0.06, 0.05, 0.2, 0.11, -0.1, -0.08, 0.03, 
0.05, -0.18, 0.14, 0.1, -0.06, 0.14, 0.07, 0.16, -0.01, -0.05, 
-0.02, -0.07, 0.03, 0, 0.1, 0.11, 0.03, 0, 0.03, -0.03, -0.12, 
0.06, 0.07, 0.02, -0.12, -0.19, 0.06, -0.09, -0.12, 0.06, 0.05, 
0.12, -0.12, 0.05, 0.07, -0.08, 0.07, -0.06, -0.13, -0.13, -0.03, 
-0.05, 0.13, -0.09, -0.11, -0.14, 0.11, 0.15, 0.15, -0.02, 0.08, 
0.12, 0.2, -0.02, -0.01, -0.05, -0.08, -0.09, -0.02, 0.05, -0.07, 
0.04, -0.11, 0.02, 0.07, 0.13, 0, 0.19, -0.02, -0.16, -0.12, 
-0.1, -0.06, -0.03, 0.09, 0.15, -0.22, 0.21, -0.08, 0.19, 0.29, 
-0.18, -0.15, -0.12, 0.08, 0.12, 0.07, -0.05, -0.01, -0.04, 0, 
0, -0.03, 0, 0.05, 0.1, 0.17, 0.08, -0.14, -0.02, 0.14, -0.04, 
-0.13, -0.03, -0.21, 0.01, 0.19, 0.15, 0.06, 0.08, 0.02, -0.02, 
0.21, 0.03, 0.07, -0.01, 0.02, 0.03, 0.04, 0.06, 0.04, -0.18, 
0.06, -0.04, -0.18, 0, -0.04, 0.01, 0.01, 0.23, 0.17, -0.08, 
-0.02, 0.12, -0.16, -0.04, -0.09, -0.19, -0.01, 0.05, 0.09, -0.04, 
-0.16, 0.13, -0.05, -0.11, 0.06, -0.06, -0.03, -0.08, 0.12, -0.13, 
-0.06, -0.26, 0.14, -0.07, 0.04, -0.04, -0.09, -0.13, 0.05, 0.15, 
0, 0, 0.21, 0.02, 0.1, -0.2, -0.02, 0.05, -0.1, -0.08, -0.09, 
-0.07, 0.12, 0.04, -0.18, 0.06, -0.09, -0.02, 0.01, 0.23, 0.1, 
0.07, 0, -0.04, -0.17, 0.01, 0.07, -0.07, 0, 0.01, 0.14, -0.04, 
-0.03, -0.02, -0.09, 0.07, -0.17, -0.1, -0.18, -0.09, -0.07, 
0.02, -0.11, -0.16, -0.06, -0.33, 0.05, 0.13, -0.12, 0.08, 0.07, 
0.17, 0.05, -0.03, -0.03, 0, -0.05, 0.06, 0.13, -0.03, 0.04, 
-0.09, -0.19, -0.06, -0.05, -0.09, -0.04, -0.06, -0.08, 0.04, 
-0.09, 0.19, -0.04, -0.24, 0.1, 0.02, -0.28, -0.01, 0.05, -0.09, 
0.08, -0.09, 0.12, -0.07, 0.2, 0.1, 0.07, 0.13, -0.06, -0.16, 
0.12, -0.08, -0.08, 0.05, 0.04, -0.12, -0.07, 0.11, 0.08, -0.05, 
0, -0.12, -0.13, -0.07, 0.11, 0, -0.09, -0.02, -0.03, 0.11, -0.22, 
0.03, -0.01, -0.03, -0.09, -0.28, -0.02, -0.05, 0.21, -0.05, 
0.08, 0.09, 0.04, -0.04, 0.11, 0.07, -0.11, 0.09, 0.1, 0, 0.09, 
-0.09, 0.18, -0.07, 0.09, -0.2, -0.09, -0.06, -0.02, -0.14, 0.03, 
0.1, -0.24, -0.05, -0.12, 0.14, 0.11, -0.12, 0.06, 0.07, -0.02, 
-0.23, 0.15, 0.04, -0.04, -0.01, 0.01, 0.22, -0.06, -0.14, -0.02, 
-0.08, 0.01, 0.03, -0.01, -0.02, 0.24, 0, 0.04, 0.04, -0.06, 
0.13, -0.06, -0.09, 0.1, -0.1, 0.07, 0.03, 0.05, 0.12, -0.01, 
0.14, -0.22, 0.05, -0.01, -0.07, -0.04, 0.02, 0.08, 0.07, 0.17, 
-0.18, -0.15, 0.02, -0.02, -0.1, 0.14, -0.11, -0.01, 0, -0.09, 
0.08, -0.13, -0.07, -0.04, -0.09, -0.09, -0.09, 0.08, 0.06, -0.02, 
-0.04, -0.02, 0.05, 0.05, -0.03, 0, -0.01, 0.01, -0.28, -0.13, 
-0.09, 0.08, -0.21, 0.08, 0.04, 0.15, 0.24, 0.01, 0.04, 0, 0.09, 
-0.08, -0.17, -0.01, 0.03, 0.15, -0.08, 0.06, 0.06, -0.1, -0.09, 
-0.05, 0.1, -0.01, 0.05, -0.1, 0.15, 0.12, 0.05, -0.18, -0.11, 
0.1, 0.08, -0.17, 0.11, 0.1, 0, -0.08, -0.14, -0.06, 0, 0.03, 
0.07, -0.04, 0.07, 0.2, 0.15, 0.02, 0.2, -0.03, 0.18, 0.17, -0.12, 
-0.05, 0.06, 0.07, -0.02, 0.09, -0.06, -0.11, -0.06, -0.1, -0.01, 
-0.12, -0.12, -0.06, 0.01, -0.05, 0, 0, 0.1, 0.03, -0.13, -0.09, 
-0.06, -0.03, 0, 0.05, 0.17, 0.22, -0.17, -0.27, 0.11, -0.06, 
-0.16, -0.04, -0.06, 0.04, 0.03, 0.12, 0.25, 0.13, -0.05, 0.1, 
-0.07, 0.08, 0.06, 0.2, -0.16, -0.07, 0.12, 0.09, -0.06, 0.14, 
0.05, 0.22, 0.11, 0.01, -0.02, -0.1, -0.09, -0.22, -0.07, -0.06, 
0.07, -0.09, 0.03, 0.04, 0.13, 0.04, -0.15, 0.09, -0.01, -0.04, 
0.06, -0.05, 0.01, 0.07, -0.02, 0, 0.09, -0.19, 0.09, 0.14, 0.02, 
-0.1, -0.01, 0.01, -0.12, 0.02, -0.09, -0.23, -0.01, 0.03, -0.04, 
-0.18, 0.01, -0.04, -0.04, 0.02, -0.05, -0.05, 0.15, -0.01, -0.07, 
-0.04, 0.07, -0.11, -0.16, 0.07, -0.03, -0.14, 0.16, 0.02, 0.08, 
-0.12, 0.11, -0.06, 0.04, 0.01, 0.03, 0.12, -0.1, -0.06, -0.04, 
-0.16, -0.04, -0.04, 0, 0.04, -0.03, -0.04, -0.12, -0.03, -0.09, 
-0.01, -0.13, 0.15, 0.09, -0.08, -0.11, -0.05, -0.1, -0.07, -0.11, 
0.03, 0.03, 0.18, 0.13, -0.16, -0.03, -0.1, 0.11, 0.05, -0.05, 
-0.14, 0.17, 0.08, -0.16, -0.08, -0.03, 0.2, -0.06, -0.07, 0.11, 
0.11, 0.11, 0.11, 0.06, -0.05, 0.1, -0.1, -0.07, -0.02, 0.06, 
-0.04, 0.08, -0.03, -0.06, -0.03, 0.05, 0.09, -0.05, 0.09, -0.07, 
0.02, -0.19, 0.03, 0.07, 0.08, 0.08, -0.03, 0.19, -0.01, -0.14, 
-0.08, 0.17, -0.2, 0.03, 0.09, -0.07, -0.01, -0.06, -0.02, -0.14, 
-0.06, 0.01, 0, -0.01, 0.04, 0.17, 0.02, 0.19, -0.1, -0.15, 0.01, 
0.11, 0.19, 0.19, -0.13, -0.02, 0.04, -0.02, 0, 0.21, 0, -0.08, 
-0.03, -0.06, 0.14, -0.1, 0.03, -0.07, -0.08, 0, -0.04, 0, -0.23, 
0.07, -0.17, 0.02, 0.04, 0.09, 0.01, -0.07, 0.03, 0.11, -0.11, 
-0.01, -0.13, -0.11, 0.12, -0.06, -0.09, -0.07, -0.04, 0.18, 
-0.15, 0.12, 0.12, -0.04, -0.06, -0.05, 0.03, -0.09, 0.04, 0.03, 
-0.24, -0.1, 0, 0.13, -0.07, -0.25, 0.05, 0.1, 0.04, -0.04, 0, 
0.03, 0.02, -0.01, -0.03, -0.03, -0.07, -0.12, 0.06, 0.11, 0.01, 
-0.06, -0.02, -0.01, -0.09, 0.09, -0.04, 0.14, 0.09, -0.04, 0.15, 
0.14, -0.14, -0.05, -0.03, 0.1, 0.02, -0.05, 0.02, 0.07, -0.01, 
0.02, -0.04, -0.11, 0.04, -0.09, 0.12, 0.03, -0.04, -0.03, -0.05, 
-0.01, 0.16, 0, 0.06, 0.13, -0.05, 0.02, -0.05, -0.01, -0.04, 
0.09, -0.09, 0.04, -0.03, -0.04, -0.04, -0.04, 0.17, -0.03, -0.22, 
-0.01, 0.01, -0.02, -0.13, -0.12, 0.19, 0.08, -0.11, 0.09, -0.04, 
0.09, -0.01, -0.05, -0.03, -0.04, -0.13, 0.01, 0, -0.14, 0.06, 
-0.03, 0.06, 0.1, 0.1, -0.05, -0.15, 0.07, -0.08, -0.03, 0.02, 
0.11, 0.03, 0.13, -0.09, -0.07, 0.11, 0.09, -0.03, 0.06, 0.06, 
0.11, -0.12, 0.01, 0.14, 0.17, -0.08, -0.04, 0.04, 0.09, -0.07, 
-0.02, -0.01, -0.05, -0.14, -0.09, 0.03, 0.14, 0.25, 0.23, -0.06, 
-0.1, 0.19, 0.03, -0.01, -0.16, 0.03, 0.08, 0, 0.26, -0.06, 0.04, 
-0.2, -0.14, -0.09, -0.01, -0.12, -0.02, -0.17, 0.03, -0.08, 
0.03, -0.06, -0.02, 0.09, 0.1, -0.1, -0.08, 0.02, -0.12, -0.05, 
-0.03, 0.07, -0.04, -0.02, 0.1, 0.04, -0.08, 0.15, -0.01, -0.05, 
-0.03, -0.16, 0.07, 0.05, -0.02, 0.02, 0.04, -0.28, -0.04, 0.06, 
0.09, -0.14, 0.07, 0.12, -0.05, 0.18, -0.23, 0.05, -0.18, -0.17, 
-0.01, -0.03, 0.19, -0.12, 0.17, -0.09, 0.03, -0.03, -0.06, 0.01, 
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5.95566545968383, 6.72534441285808, 4.86268438145201, 4.2157570893526, 
5.8161906150892, 5.43778207607995, 5.88702214466964, 5.22142857142857, 
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4.81946204550835, 4.04396790073505, 5.98729341221685, 5.64879065132712, 
6.16611097880448, 6.65044249002493), .Dim = c(843L, 7L), .Dimnames = list(
    c("3", "5", "6", "7", "8", "9", "11", "12", "14", "15", "16", 
    "17", "18", "19", "20", "21", "22", "23", "24", "25", "27", 
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    "721", "722", "723", "724", "725", "726", "727", "728", "729", 
    "730", "731", "732", "733", "734", "735", "736", "737", "738", 
    "739", "740", "741", "742", "743", "744", "745", "746", "747", 
    "748", "749", "750", "751", "752", "753", "754", "755", "756", 
    "757", "758", "759", "760", "761", "762", "763", "765", "766", 
    "769", "770", "772", "773", "776", "777", "779", "780", "781", 
    "782", "783", "784", "785", "786", "787", "788", "789", "790", 
    "791", "792", "793", "795", "796", "797", "798", "799", "800", 
    "801", "802", "803", "804", "805", "806", "807", "810", "811", 
    "812", "813", "814", "815", "816", "817", "818", "819", "820", 
    "821", "822", "823", "824", "826", "827", "828", "829", "830", 
    "831", "832", "833", "834", "835", "837", "839", "840", "841", 
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    "866", "867", "868", "869", "870", "871", "872", "873", "874", 
    "875", "876", "877", "878", "879", "880", "881", "882", "883", 
    "884", "885", "886", "887", "888", "889", "890", "891", "892", 
    "893", "894", "895", "896", "900", "901", "902", "903", "904", 
    "905", "906", "907", "908", "909", "910", "911", "912", "913", 
    "914", "915", "916", "917", "918", "919", "920", "921", "923", 
    "924", "925", "926", "927", "929", "930", "931", "932", "933", 
    "934", "937", "938", "940", "941", "942", "943", "944", "945", 
    "946", "947", "948", "949", "950", "951", "952", "953", "954", 
    "955", "956", "958", "959", "960", "961", "962", "963", "964", 
    "965", "967", "968", "969", "970", "971", "972", "973", "974", 
    "975", "976", "977", "978", "979", "981", "982", "983", "984", 
    "985", "986", "987", "988", "989", "990", "991", "992", "993", 
    "994", "995", "996", "998", "999", "1000"), c("oil.price", 
    "direct.tax", "interest.rate", "saving.ratio", "investment", 
    "rec_dep", "rec_len")))




e3mg_LoF <- 
  list(
       rec_dep =  function(x){
         c(
           x[1], x[1]^2,  # oil.price
           x[2], x[2]^2,  # direct.tax
           x[3],          # interest.rate
           x[4],          # saving ratio
           x[5],          # investment
           x[1]*x[2],     # oil.price : direct.tax
           x[2]*x[3]      # direct.tax : saving.ratio
           ) },
       rec_len = function(x){
         c(
           x[1], x[1]^2,  # oil.price
           x[2], x[2]^2,  # direct.tax
           x[3],          # interest.rate
           x[4],          # saving ratio
           x[5],          # investment
           x[1]*x[2],     # oil.price : direct.tax
           x[2]*x[3]      # direct.tax : saving.ratio
           ) }
       )