Sample (adjusted): 1990 2018
Included observations: 29 after adjustments
Trend assumption: Linear deterministic trend (restricted)
Series: LNY LNX1 X2 LNX3 LNX4
Lags interval (in first differences): 1 to 1
Unrestricted Cointegration Rank Test (Trace)
Hypothesized Trace 0.05
No. of CE(s) Eigenvalue Statistic Critical Value Prob.**
None * 0.913743 139.5133 88.80380 0.0000
At most 1 * 0.692302 68.45120 63.87610 0.0196
At most 2 0.416552 34.27070 42.91525 0.2762
At most 3 0.338674 18.64553 25.87211 0.3022
At most 4 0.205022 6.653771 12.51798 0.3820
Trace test indicates 2 cointegrating eqn(s) at the 0.05 level
* denotes rejection of the hypothesis at the 0.05 level
**MacKinnon-Haug-Michelis (1999) p-values
Unrestricted Cointegration Rank Test (Maximum Eigenvalue)
Hypothesized Max-Eigen 0.05
No. of CE(s) Eigenvalue Statistic Critical Value Prob.**
None * 0.913743 71.06215 38.33101 0.0000
At most 1 * 0.692302 34.18050 32.11832 0.0276
At most 2 0.416552 15.62518 25.82321 0.5782
At most 3 0.338674 11.99175 19.38704 0.4160
At most 4 0.205022 6.653771 12.51798 0.3820
Max-eigenvalue test indicates 2 cointegrating eqn(s) at the 0.05 level
* denotes rejection of the hypothesis at the 0.05 level
**MacKinnon-Haug-Michelis (1999) p-values
Unrestricted Cointegrating Coefficients (normalized by b'*S11*b=I):
LNY LNX1 X2 LNX3 LNX4 @TREND(89)
1.375245 17.74403 0.168570 4.571418 -79.17292 0.550433
-1.991931 -7.032107 -0.144084 -1.874869 14.31760 -0.076872
2.733998 14.09102 0.101143 -1.483782 -5.823490 0.212251
-0.533147 -2.101419 0.046581 -4.799820 9.711455 0.477467
-1.573072 4.804472 0.034640 0.781720 34.81824 -0.146950
Unrestricted Adjustment Coefficients (alpha):
D(LNY) 0.345160 0.081632 -0.196883 0.031462 0.014930
D(LNX1) -0.024787 -0.037750 -0.021728 0.021738 0.007331
D(X2) -0.404998 4.908435 1.812574 -1.601781 -1.372363
D(LNX3) 0.011655 0.005056 0.051981 0.047290 0.013666
D(LNX4) 0.009422 -0.002700 0.000941 0.005286 -0.001818
1 Cointegrating Equation(s): Log likelihood 90.39088
Normalized cointegrating coefficients (standard error in parentheses)
LNY LNX1 X2 LNX3 LNX4 @TREND(89)
1.000000 12.90245 0.122575 3.324076 -57.57007 0.400244
(0.80015) (0.00839) (0.33984) (3.39132) (0.03775)
Adjustment coefficients (standard error in parentheses)
D(LNY) 0.474680
(0.10069)
D(LNX1) -0.034088
(0.02054)
D(X2) -0.556971
(2.26100)
D(LNX3) 0.016028
(0.03475)
D(LNX4) 0.012958
(0.00321)
2 Cointegrating Equation(s): Log likelihood 107.4811
Normalized cointegrating coefficients (standard error in parentheses)
LNY LNX1 X2 LNX3 LNX4 @TREND(89)
1.000000 0.000000 0.053409 0.043664 11.79015 -0.097635
(0.01065) (0.63711) (6.42028) (0.07210)
0.000000 1.000000 0.005361 0.254247 -5.375739 0.038588
(0.00098) (0.05840) (0.58854) (0.00661)
Adjustment coefficients (standard error in parentheses)
D(LNY) 0.312075 5.550489
(0.17215) (1.35743)
D(LNX1) 0.041108 -0.174351
(0.03045) (0.24013)
D(X2) -10.33424 -41.70294
(3.06929) (24.2021)
D(LNX3) 0.005957 0.171246
(0.06112) (0.48192)
D(LNX4) 0.018337 0.186180
(0.00547) (0.04314)
3 Cointegrating Equation(s): Log likelihood 115.2937
Normalized cointegrating coefficients (standard error in parentheses)
LNY LNX1 X2 LNX3 LNX4 @TREND(89)
1.000000 0.000000 0.000000 -2.256439 28.50809 -0.126269
(0.75253) (7.59375) (0.07975)
0.000000 1.000000 0.000000 0.023387 -3.697767 0.035714
(0.12087) (1.21970) (0.01281)
0.000000 0.000000 1.000000 43.06566 -313.0161 0.536125
(15.8513) (159.954) (1.67993)
Adjustment coefficients (standard error in parentheses)
D(LNY) -0.226204 2.776200 0.026509
(0.20964) (1.36205) (0.01399)
D(LNX1) -0.018296 -0.480519 -0.000937
(0.04271) (0.27750) (0.00285)
D(X2) -5.378663 -16.16192 -0.592170
(4.40995) (28.6520) (0.29435)
D(LNX3) 0.148072 0.903708 0.006494
(0.08284) (0.53823) (0.00553)
D(LNX4) 0.020911 0.199444 0.002073
(0.00822) (0.05341) (0.00055)
4 Cointegrating Equation(s): Log likelihood 121.2896
Normalized cointegrating coefficients (standard error in parentheses)
LNY LNX1 X2 LNX3 LNX4 @TREND(89)
1.000000 0.000000 0.000000 0.000000 19.51591 -0.256735
(6.66565) (0.06530)
0.000000 1.000000 0.000000 0.000000 -3.604567 0.037066
(1.10840) (0.01086)
0.000000 0.000000 1.000000 0.000000 -141.3942 3.026141
(122.885) (1.20390)
0.000000 0.000000 0.000000 1.000000 -3.985121 -0.057819
(2.55140) (0.02500)
Adjustment coefficients (standard error in parentheses)
D(LNY) -0.242978 2.710085 0.027974 1.565943
(0.21041) (1.35802) (0.01415) (0.40177)
D(LNX1) -0.029885 -0.526199 7.59E-05 -0.114631
(0.03963) (0.25579) (0.00266) (0.07568)
D(X2) -4.524677 -12.79591 -0.666782 -6.055292
(4.27481) (27.5902) (0.28745) (8.16265)
D(LNX3) 0.122860 0.804331 0.008696 -0.260314
(0.07500) (0.48405) (0.00504) (0.14321)
D(LNX4) 0.018092 0.188336 0.002319 0.021367
(0.00719) (0.04642) (0.00048) (0.01373)
Cointegrating Equation(s)指的是什么?Adjustment coefficients下面的差分都是啥意思?