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第一次用deap 想问一下,我想做公司运营效率,有一个面板数据,用满奎斯特求出下面的结果,是应该这么做吗?应该怎么看分析呢?非常感谢
year = 1
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 0.000 1.000 0.933 1.000
2 0.000 0.966 0.785 1.000
3 0.000 1.000 0.419 1.000
4 0.000 0.174 0.052 1.000
5 0.000 0.214 0.135 1.000
6 0.000 0.804 0.428 1.000
7 0.000 0.793 0.560 1.000
mean 0.000 0.707 0.473 1.000
year = 2
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 1.880 1.000 1.074 1.000
2 1.590 1.000 1.231 1.000
3 1.163 0.487 0.748 1.000
4 0.145 0.043 0.108 1.000
5 0.291 0.184 0.225 0.387
6 0.820 0.437 0.511 0.573
7 1.222 0.773 0.759 1.000
mean 1.016 0.561 0.665 0.851
year = 3
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 1.009 0.968 1.053 0.992
2 1.061 1.000 1.156 1.000
3 0.879 0.863 0.878 1.000
4 0.042 0.155 0.162 1.000
5 0.146 0.180 0.188 0.347
6 0.615 0.604 0.633 0.673
7 1.317 1.000 1.049 1.000
mean 0.724 0.681 0.731 0.859
year = 4
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 0.886 0.968 0.919 1.000
2 0.899 1.000 0.966 1.000
3 0.697 0.693 0.709 1.000
4 0.151 0.158 0.167 1.000
5 0.782 0.820 0.870 0.952
6 0.317 0.332 0.352 0.494
7 1.007 1.000 1.061 1.000
mean 0.677 0.710 0.721 0.921
year = 5
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 1.061 1.000 1.028 1.000
2 1.047 1.000 1.045 1.000
3 0.651 0.690 0.701 1.000
4 0.143 0.152 0.158 1.000
5 0.799 0.847 0.911 0.970
6 0.313 0.332 0.375 0.508
7 0.976 1.000 1.231 1.000
mean 0.713 0.717 0.778 0.925
year = 6
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 1.001 1.000 0.925 1.000
2 0.947 0.988 0.908 1.000
3 0.406 0.500 0.347 0.577
4 0.147 0.151 0.126 1.000
5 0.831 0.754 0.710 0.953
6 0.324 0.304 0.277 0.533
7 1.102 1.000 0.942 1.000
mean 0.680 0.671 0.605 0.866
year = 7
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 1.088 1.000 1.119 1.000
2 0.766 0.708 0.763 0.761
3 1.221 0.847 0.812 0.979
4 0.151 0.123 0.118 1.000
5 0.833 0.631 0.605 0.839
6 0.347 0.263 0.252 0.501
7 1.548 1.000 1.000 1.000
mean 0.850 0.653 0.667 0.869
year = 8
firm crs te rel to tech in yr vrs
no. ************************ te
t-1 t t+1
1 0.845 0.923 0.000 1.000
2 0.823 0.788 0.000 0.922
3 0.866 0.829 0.000 0.963
4 0.123 0.118 0.000 1.000
5 0.735 0.704 0.000 0.909
6 0.264 0.253 0.000 0.493
7 1.044 1.000 0.000 1.000
mean 0.671 0.659 0.000 0.898
[Note that t-1 in year 1 and t+1 in the final year are not defined]
MALMQUIST INDEX SUMMARY
year = 2
firm effch techch pech sech tfpch
1 1.000 1.419 1.000 1.000 1.419
2 1.036 1.398 1.000 1.036 1.448
3 0.487 2.386 1.000 0.487 1.163
4 0.248 3.355 1.000 0.248 0.833
5 0.858 1.582 0.387 2.215 1.358
6 0.543 1.878 0.573 0.949 1.020
7 0.976 1.496 1.000 0.976 1.459
mean 0.664 1.837 0.806 0.824 1.220
year = 3
firm effch techch pech sech tfpch
1 0.968 0.985 0.992 0.976 0.954
2 1.000 0.929 1.000 1.000 0.929
3 1.772 0.815 1.000 1.772 1.443
4 3.573 0.328 1.000 3.573 1.174
5 0.978 0.814 0.895 1.093 0.796
6 1.383 0.933 1.175 1.177 1.290
7 1.293 1.158 1.000 1.293 1.498
mean 1.403 0.803 1.006 1.395 1.127
year = 4
firm effch techch pech sech tfpch
1 1.000 0.917 1.008 0.992 0.918
2 1.000 0.882 1.000 1.000 0.882
3 0.802 0.995 1.000 0.802 0.798
4 1.020 0.953 1.000 1.020 0.973
5 4.568 0.953 2.745 1.664 4.355
6 0.550 0.954 0.734 0.750 0.525
7 1.000 0.980 1.000 1.000 0.980
mean 1.109 0.947 1.106 1.002 1.050
year = 5
firm effch techch pech sech tfpch
1 1.033 1.058 1.000 1.033 1.092
2 1.000 1.041 1.000 1.000 1.041
3 0.997 0.959 1.000 0.997 0.956
4 0.962 0.943 1.000 0.962 0.907
5 1.033 0.943 1.019 1.013 0.974
6 1.000 0.943 1.029 0.972 0.943
7 1.000 0.959 1.000 1.000 0.959
mean 1.003 0.977 1.007 0.996 0.980
year = 6
firm effch techch pech sech tfpch
1 1.000 0.987 1.000 1.000 0.987
2 0.988 0.958 1.000 0.988 0.946
3 0.725 0.895 0.577 1.255 0.648
4 0.993 0.968 1.000 0.993 0.961
5 0.890 1.012 0.982 0.906 0.901
6 0.914 0.972 1.049 0.871 0.889
7 1.000 0.946 1.000 1.000 0.946
mean 0.925 0.962 0.928 0.996 0.890
year = 7
firm effch techch pech sech tfpch
1 1.000 1.085 1.000 1.000 1.085
2 0.716 1.085 0.761 0.941 0.777
3 1.694 1.441 1.696 0.999 2.441
4 0.816 1.212 1.000 0.816 0.989
5 0.837 1.184 0.880 0.951 0.991
6 0.865 1.204 0.940 0.920 1.041
7 1.000 1.282 1.000 1.000 1.282
mean 0.954 1.208 1.009 0.945 1.152
year = 8
firm effch techch pech sech tfpch
1 0.923 0.905 1.000 0.923 0.835
2 1.113 0.984 1.212 0.919 1.096
3 0.979 1.044 0.983 0.995 1.022
4 0.958 1.044 1.000 0.958 1.000
5 1.116 1.044 1.084 1.029 1.165
6 0.962 1.044 0.984 0.978 1.004
7 1.000 1.022 1.000 1.000 1.022
mean 1.005 1.011 1.035 0.971 1.016
MALMQUIST INDEX SUMMARY OF ANNUAL MEANS
year effch techch pech sech tfpch
2 0.664 1.837 0.806 0.824 1.220
3 1.403 0.803 1.006 1.395 1.127
4 1.109 0.947 1.106 1.002 1.050
5 1.003 0.977 1.007 0.996 0.980
6 0.925 0.962 0.928 0.996 0.890
7 0.954 1.208 1.009 0.945 1.152
8 1.005 1.011 1.035 0.971 1.016
mean 0.988 1.070 0.981 1.007 1.057
MALMQUIST INDEX SUMMARY OF FIRM MEANS
firm effch techch pech sech tfpch
1 0.989 1.040 1.000 0.989 1.028
2 0.971 1.029 0.988 0.983 0.999
3 0.974 1.140 0.995 0.979 1.110
4 0.946 1.028 1.000 0.946 0.972
5 1.185 1.054 0.986 1.202 1.250
6 0.848 1.098 0.904 0.938 0.931
7 1.034 1.106 1.000 1.034 1.143
mean 0.988 1.070 0.981 1.007 1.057
[Note that all Malmquist index averages are geometric means]
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