Journal of Systems Engineering and Electronics ›› 2020, Vol. 31 ›› Issue (1): 206-223.doi: 10.21629/JSEE.2020.01.20
收稿日期:
2019-03-18
出版日期:
2020-02-20
发布日期:
2020-02-25
Received:
2019-03-18
Online:
2020-02-20
Published:
2020-02-25
Contact:
Wenhao GUI
E-mail:18121639@bjtu.edu.cn;whgui@bjtu.edu.cn
About author:
REN Junru was born in 1996. She received her bachelor's degree from School of Science, Beijing Jiaotong University. Now, she is studying for her graduate degree in statistics of Department of Mathematics, Beijing Jiaotong University. Her research interests are lifetime data analysis, lifetime distributions study and reliability theory. E-mail: Supported by:
. [J]. Journal of Systems Engineering and Electronics, 2020, 31(1): 206-223.
Junru REN, Wenhao GUI. A statistical inference for generalized Rayleigh model under Type-Ⅱ progressive censoring with binomial removals[J]. Journal of Systems Engineering and Electronics, 2020, 31(1): 206-223.
"
Failure times | Number of failure units | Random removal | Number of remaining units |
1 | 1 | ||
2 | 1 | ||
1 | |||
1 | 0 |
"
AB | MSE | Cover | |||||
5 | 0.543 0 | 0.043 0 | 0.033 1 | 0.254 1 | 0.831 9 | 84.2 | |
10 | 7 | 0.576 8 | 0.076 8 | 0.055 3 | 0.248 1 | 0.905 5 | 82.6 |
9 | 0.698 4 | 0.198 4 | 0.142 1 | 0.420 5 | 0.976 3 | 45.6 | |
8 | 0.530 4 | 0.030 4 | 0.018 5 | 0.291 5 | 0.769 3 | 92.0 | |
16 | 10 | 0.542 5 | 0.042 5 | 0.024 9 | 0.271 4 | 0.813 7 | 91.3 |
14 | 0.614 9 | 0.114 9 | 0.080 3 | 0.274 4 | 0.955 4 | 71.4 | |
10 | 0.523 2 | 0.023 2 | 0.014 4 | 0.308 0 | 0.738 4 | 92.7 | |
20 | 15 | 0.550 1 | 0.050 1 | 0.031 1 | 0.260 4 | 0.839 8 | 86.6 |
18 | 0.610 6 | 0.110 6 | 0.080 2 | 0.271 6 | 0.949 6 | 71.0 | |
10 | 0.517 0 | 0.017 0 | 0.009 0 | 0.339 3 | 0.694 6 | 93.8 | |
25 | 15 | 0.524 7 | 0.024 7 | 0.014 1 | 0.309 0 | 0.740 3 | 93.3 |
20 | 0.550 4 | 0.050 4 | 0.030 9 | 0.260 4 | 0.840 3 | 86.4 | |
15 | 0.517 4 | 0.017 4 | 0.009 1 | 0.339 8 | 0.695 0 | 94.2 | |
30 | 20 | 0.522 9 | 0.022 9 | 0.013 9 | 0.307 5 | 0.738 3 | 93.4 |
25 | 0.550 0 | 0.050 0 | 0.030 6 | 0.259 3 | 0.840 7 | 86.5 |
"
Cover | |||||||
5 | 6.839 1 | 4.839 1 | 136.165 8 | 0 | 22.786 6 | 97.7 | |
10 | 7 | 8.408 2 | 6.408 2 | 1 335.444 0 | 0 | 31.100 1 | 96.4 |
9 | 3.238 4 | 1.238 4 | 0.828 1 | 0 | 6.931 6 | 96.8 | |
8 | 3.446 1 | 1.446 1 | 11.727 3 | 0 | 7.606 0 | 96.8 | |
16 | 10 | 2.872 2 | 0.872 2 | 0.559 0 | 0.143 9 | 5.600 6 | 96.9 |
14 | 2.585 3 | 0.585 3 | 0.201 9 | 0.446 1 | 4.724 5 | 96.4 | |
10 | 2.955 6 | 0.955 6 | 6.841 8 | 0 | 5.912 2 | 96.3 | |
20 | 15 | 2.474 6 | 0.474 6 | 0.159 8 | 0.598 9 | 4.350 4 | 96.2 |
18 | 2.524 3 | 0.524 3 | 0.155 8 | 0.690 4 | 4.358 2 | 97.5 | |
10 | 2.532 7 | 0.532 7 | 0.189 1 | 0.506 5 | 4.558 9 | 95.6 | |
25 | 15 | 2.437 8 | 0.437 8 | 0.142 7 | 0.701 2 | 4.174 4 | 96.5 |
20 | 2.398 6 | 0.398 6 | 0.111 2 | 0.820 1 | 3.977 0 | 96.2 | |
15 | 2.345 3 | 0.345 3 | 0.098 5 | 0.777 1 | 3.913 5 | 96.6 | |
30 | 20 | 2.363 4 | 0.363 4 | 0.094 0 | 0.887 2 | 3.839 6 | 97.1 |
25 | 2.257 9 | 0.257 9 | 0.063 4 | 0.938 1 | 3.577 7 | 95.7 |
"
Cover | |||||||
5 | 1.189 0 | 0.189 0 | 0.015 8 | 0.644 4 | 1.733 6 | 89.7 | |
10 | 7 | 1.136 3 | 0.136 3 | 0.009 6 | 0.691 7 | 1.580 9 | 90.4 |
9 | 1.101 3 | 0.101 3 | 0.006 0 | 0.719 1 | 1.483 6 | 91.4 | |
8 | 1.111 3 | 0.111 3 | 0.006 7 | 0.700 7 | 1.522 0 | 92.2 | |
16 | 10 | 1.088 8 | 0.088 8 | 0.004 9 | 0.728 5 | 1.449 2 | 93.4 |
14 | 1.051 1 | 0.051 1 | 0.002 6 | 0.754 1 | 1.348 0 | 94.6 | |
10 | 1.081 6 | 0.081 6 | 0.004 8 | 0.723 2 | 1.440 1 | 92.8 | |
20 | 15 | 1.052 2 | 0.052 2 | 0.002 7 | 0.764 7 | 1.339 7 | 93.7 |
18 | 1.050 4 | 0.050 4 | 0.002 3 | 0.788 5 | 1.312 2 | 92.7 | |
10 | 1.071 7 | 0.071 7 | 0.004 5 | 0.714 7 | 1.428 6 | 93.4 | |
25 | 15 | 1.050 8 | 0.050 8 | 0.002 7 | 0.764 7 | 1.336 9 | 93.1 |
20 | 1.044 0 | 0.044 0 | 0.001 9 | 0.796 6 | 1.291 5 | 93.3 | |
15 | 1.046 7 | 0.046 7 | 0.002 5 | 0.762 4 | 1.330 9 | 94.4 | |
30 | 20 | 1.047 3 | 0.047 3 | 0.002 0 | 0.800 8 | 1.293 9 | 93.8 |
25 | 1.027 0 | 0.027 0 | 0.001 4 | 0.807 4 | 1.246 7 | 93.9 |
"
var | SELF | GELF | |||||||||||
5 | 0.127 2 | 0.105 2 | 0.082 1 | 0.061 9 | 0.132 7 | 0.010 4 | 0.125 0 | 0.061 4 | 0.010 1 | ||||
10 | 7 | 0.055 8 | 0.097 2 | 0.078 9 | -0.012 4 | 0.107 9 | 0.010 0 | 0.000 6 | 0.086 5 | 0.009 6 | |||
9 | 0.148 7 | 0.166 7 | 0.078 8 | -0.064 1 | 0.101 4 | 0.009 9 | 0.022 0 | 0.097 1 | 0.009 4 | ||||
8 | 0.061 8 | 0.061 2 | 0.069 9 | 0.115 9 | 0.080 2 | 0.008 6 | 0.100 8 | 0.101 9 | 0.008 3 | ||||
16 | 10 | 0.267 4 | 0.204 7 | 0.068 0 | 0.067 2 | 0.053 1 | 0.008 4 | 0.141 4 | 0.181 9 | 0.008 5 | |||
14 | 0.016 7 | 0.143 7 | 0.065 8 | 0.119 0 | 0.179 2 | 0.008 3 | 0.197 2 | 0.121 8 | 0.007 9 | ||||
10 | 0.134 9 | 0.153 3 | 0.065 5 | 0.045 4 | 0.076 6 | 0.008 3 | 0.362 8 | 0.297 7 | 0.008 2 | ||||
0.5 | 20 | 15 | 0.258 9 | 0.125 5 | 0.061 3 | 0.065 2 | 0.100 9 | 0.007 4 | -0.209 4 | 0.112 5 | 0.007 3 | ||
18 | 0.093 8 | 0.110 3 | 0.060 9 | 0.253 7 | 0.192 6 | 0.007 4 | 0.112 3 | 0.090 1 | 0.007 2 | ||||
10 | 0.243 0 | 0.200 2 | 0.059 7 | -0.079 1 | 0.062 8 | 0.007 7 | 0.197 7 | 0.117 4 | 0.007 4 | ||||
25 | 15 | 0.142 6 | 0.171 9 | 0.057 5 | 0.146 6 | 0.126 7 | 0.007 2 | 0.043 9 | 0.119 0 | 0.007 1 | |||
20 | -0.019 1 | 0.081 0 | 0.053 1 | 0.109 3 | 0.113 5 | 0.006 8 | 0.193 4 | 0.135 7 | 0.006 8 | ||||
15 | 0.045 0 | 0.166 8 | 0.053 0 | -0.051 4 | 0.163 3 | 0.006 9 | 0.268 2 | 0.135 3 | 0.006 7 | ||||
30 | 20 | 0.016 2 | 0.088 6 | 0.048 4 | 0.163 6 | 0.169 5 | 0.006 3 | 0.247 3 | 0.148 8 | 0.006 4 | |||
25 | 0.481 9 | 0.316 9 | 0.050 9 | 0.110 1 | 0.136 4 | 0.005 9 | 0.146 0 | 0.080 4 | 0.005 9 | ||||
5 | 0.043 9 | 0.097 2 | 0.126 3 | 0.356 3 | 0.260 1 | 0.016 0 | 0.235 0 | 0.232 4 | 0.015 0 | ||||
10 | 7 | -0.097 9 | 0.084 7 | 0.116 1 | 0.151 2 | 0.213 7 | 0.015 5 | 0.159 7 | 0.188 5 | 0.014 7 | |||
9 | 0.045 3 | 0.299 2 | 0.114 2 | 0.200 8 | 0.261 4 | 0.014 5 | 0.108 3 | 0.351 3 | 0.014 0 | ||||
8 | 0.221 9 | 0.377 4 | 0.097 5 | 0.164 2 | 0.230 3 | 0.012 4 | 0.265 1 | 0.136 0 | 0.012 8 | ||||
16 | 10 | 0.101 5 | 0.111 1 | 0.095 4 | 0.184 4 | 0.190 4 | 0.012 3 | 0.158 3 | 0.198 8 | 0.011 8 | |||
14 | 0.366 0 | 0.497 4 | 0.088 5 | -0.047 1 | 0.148 4 | 0.010 7 | 0.056 2 | 0.314 4 | 0.011 1 | ||||
10 | 0.079 9 | 0.263 2 | 0.088 6 | 0.161 7 | 0.271 4 | 0.011 0 | 0.131 2 | 0.308 1 | 0.010 7 | ||||
1 | 20 | 15 | 0.111 8 | 0.105 3 | 0.082 1 | 0.406 6 | 0.376 4 | 0.011 2 | 0.385 2 | 0.428 1 | 0.010 2 | ||
18 | 0.111 5 | 0.209 3 | 0.074 9 | -0.200 5 | 0.099 9 | 0.009 1 | 0.144 9 | 0.249 5 | 0.009 4 | ||||
10 | 0.136 5 | 0.195 1 | 0.081 3 | 0.268 9 | 0.201 7 | 0.010 2 | 0.083 5 | 0.204 0 | 0.010 1 | ||||
25 | 15 | 0.107 9 | 0.068 5 | 0.072 8 | 0.001 2 | 0.122 0 | 0.009 4 | 0.238 5 | 0.242 2 | 0.009 0 | |||
20 | 0.117 9 | 0.160 5 | 0.070 0 | -0.047 4 | 0.145 6 | 0.008 5 | 0.274 7 | 0.248 5 | 0.008 2 | ||||
15 | 0.154 2 | 0.192 2 | 0.070 1 | 0.163 7 | 0.324 7 | 0.008 6 | 0.144 4 | 0.260 1 | 0.008 5 | ||||
30 | 20 | 0.245 4 | 0.250 9 | 0.066 3 | 0.262 3 | 0.320 4 | 0.008 2 | -0.005 1 | 0.209 9 | 0.007 8 | |||
25 | 0.168 1 | 0.136 5 | 0.058 9 | 0.273 2 | 0.204 2 | 0.007 6 | 0.077 1 | 0.125 8 | 0.007 2 | ||||
5 | 0.824 1 | 1.553 7 | 0.225 9 | 0.496 1 | 1.362 7 | 0.026 0 | 0.942 5 | 1.413 9 | 0.026 8 | ||||
10 | 7 | 0.542 7 | 1.130 9 | 0.197 2 | 0.561 2 | 0.679 5 | 0.025 2 | 1.277 5 | 3.009 3 | 0.025 7 | |||
9 | 0.086 3 | 0.644 4 | 0.171 1 | 0.452 6 | 0.508 9 | 0.023 5 | 0.677 4 | 2.119 2 | 0.023 7 | ||||
8 | 0.086 1 | 0.274 8 | 0.144 2 | 0.410 9 | 1.022 1 | 0.017 8 | 1.071 9 | 1.952 5 | 0.020 0 | ||||
16 | 10 | 0.581 7 | 1.259 1 | 0.139 7 | 1.158 4 | 2.892 1 | 0.019 5 | 1.064 4 | 2.583 8 | 0.018 1 | |||
14 | 0.438 0 | 0.636 9 | 0.127 4 | 0.067 6 | 0.307 8 | 0.015 4 | 0.339 3 | 0.403 7 | 0.015 7 | ||||
10 | 0.389 7 | 0.819 1 | 0.122 7 | 0.414 6 | 0.839 1 | 0.015 6 | 1.369 0 | 3.252 6 | 0.017 2 | ||||
4 | 20 | 15 | 0.509 8 | 1.055 4 | 0.114 9 | 0.651 6 | 1.493 7 | 0.014 1 | 0.500 3 | 1.260 5 | 0.014 1 | ||
18 | 0.416 3 | 0.517 7 | 0.104 4 | 0.329 5 | 0.705 8 | 0.013 5 | 0.552 0 | 0.691 9 | 0.013 1 | ||||
10 | 0.095 4 | 0.312 4 | 0.112 8 | -0.013 2 | 0.345 2 | 0.014 2 | 0.603 2 | 1.002 2 | 0.015 3 | ||||
25 | 15 | 0.023 8 | 0.165 9 | 0.092 9 | 0.047 9 | 0.405 5 | 0.011 8 | -0.069 9 | 0.089 3 | 0.011 6 | |||
20 | 0.123 0 | 0.414 2 | 0.086 2 | 0.036 8 | 0.203 9 | 0.011 1 | 0.518 9 | 0.637 7 | 0.011 2 | ||||
15 | 0.598 7 | 1.113 4 | 0.091 6 | 0.109 8 | 0.426 6 | 0.011 1 | 0.130 7 | 0.622 4 | 0.010 6 | ||||
30 | 20 | 0.451 7 | 0.784 0 | 0.084 4 | 0.673 8 | 2.460 7 | 0.010 5 | 0.575 9 | 0.864 8 | 0.010 4 | |||
25 | -0.053 8 | 0.156 7 | 0.070 2 | 0.552 6 | 0.572 0 | 0.009 4 | 0.547 8 | 0.765 6 | 0.009 8 |
"
var | SELF | GELF | |||||||||||
5 | 0.011 2 | 0.016 3 | 0.028 7 | 0.043 3 | 0.014 9 | 0.003 5 | 0.092 1 | 0.030 6 | 0.003 4 | ||||
10 | 7 | 0.111 5 | 0.078 8 | 0.022 7 | 0.069 4 | 0.015 9 | 0.002 8 | 0.092 1 | 0.018 7 | 0.002 7 | |||
9 | 0.034 9 | 0.008 1 | 0.017 7 | 0.031 1 | 0.031 8 | 0.002 4 | 0.034 8 | 0.012 1 | 0.002 3 | ||||
8 | 0.010 4 | 0.011 3 | 0.020 5 | 0.043 0 | 0.009 5 | 0.002 5 | 0.132 7 | 0.033 9 | 0.002 5 | ||||
16 | 10 | 0.074 8 | 0.011 9 | 0.016 0 | 0.050 6 | 0.017 7 | 0.002 2 | 0.118 4 | 0.025 7 | 0.002 1 | |||
14 | 0.030 5 | 0.009 0 | 0.014 0 | 0.013 4 | 0.004 2 | 0.001 7 | 0.096 9 | 0.013 9 | 0.001 6 | ||||
10 | 0.025 1 | 0.010 6 | 0.017 6 | 0.114 3 | 0.026 8 | 0.002 2 | 0.163 4 | 0.043 7 | 0.002 0 | ||||
0.5 | 20 | 15 | 0.052 7 | 0.012 1 | 0.012 1 | -0.003 6 | 0.003 8 | 0.001 6 | 0.027 7 | 0.002 2 | 0.001 8 | ||
18 | 0.041 2 | 0.009 8 | 0.011 2 | 0.132 5 | 0.021 5 | 0.001 3 | 0.060 3 | 0.009 9 | 0.001 3 | ||||
10 | -0.005 9 | 0.011 8 | 0.016 9 | 0.028 1 | 0.034 8 | 0.002 5 | 0.071 4 | 0.015 7 | 0.002 2 | ||||
25 | 15 | 0.039 6 | 0.005 0 | 0.013 3 | 0.000 3 | 0.005 2 | 0.001 5 | 0.018 4 | 0.002 7 | 0.001 7 | |||
20 | -0.023 0 | 0.006 7 | 0.010 9 | 0.008 7 | 0.007 5 | 0.001 3 | 0.054 5 | 0.009 4 | 0.001 3 | ||||
15 | 0.006 0 | 0.009 6 | 0.013 7 | 0.026 3 | 0.010 2 | 0.001 8 | 0.046 6 | 0.016 6 | 0.001 6 | ||||
30 | 20 | 0.038 0 | 0.007 9 | 0.010 1 | 0.018 0 | 0.007 5 | 0.001 2 | 0.066 0 | 0.017 7 | 0.001 3 | |||
25 | 0.050 7 | 0.010 1 | 0.008 1 | 0.033 7 | 0.007 4 | 0.001 1 | 0.058 8 | 0.005 3 | 0.001 1 | ||||
5 | 0.037 6 | 0.026 1 | 0.030 7 | 0.160 7 | 0.058 5 | 0.003 8 | 0.149 3 | 0.056 4 | 0.003 8 | ||||
10 | 7 | 0.004 5 | 0.008 8 | 0.026 5 | 0.072 6 | 0.014 7 | 0.003 1 | 0.101 0 | 0.021 3 | 0.003 1 | |||
9 | 0.088 0 | 0.032 7 | 0.021 6 | 0.062 7 | 0.035 8 | 0.002 4 | 0.063 1 | 0.023 7 | 0.002 7 | ||||
8 | 0.104 0 | 0.026 1 | 0.023 3 | 0.063 3 | 0.034 2 | 0.003 0 | 0.071 7 | 0.016 4 | 0.002 8 | ||||
16 | 10 | 0.100 6 | 0.017 8 | 0.020 1 | 0.117 3 | 0.029 9 | 0.002 4 | 0.038 0 | 0.017 0 | 0.002 5 | |||
14 | 0.030 9 | 0.008 0 | 0.014 3 | 0.046 3 | 0.015 2 | 0.001 9 | 0.029 8 | 0.019 4 | 0.001 9 | ||||
10 | 0.002 7 | 0.010 6 | 0.020 9 | 0.075 3 | 0.010 3 | 0.002 5 | 0.018 7 | 0.017 9 | 0.002 5 | ||||
1 | 20 | 15 | 0.076 1 | 0.015 8 | 0.014 2 | 0.046 1 | 0.009 5 | 0.001 8 | 0.066 0 | 0.016 9 | 0.001 8 | ||
18 | 0.037 7 | 0.012 2 | 0.012 3 | 0.010 0 | 0.013 1 | 0.001 7 | 0.029 9 | 0.013 9 | 0.001 6 | ||||
10 | 0.099 2 | 0.026 4 | 0.020 3 | -0.015 7 | 0.003 2 | 0.002 5 | 0.055 8 | 0.017 5 | 0.002 6 | ||||
25 | 15 | 0.046 5 | 0.012 2 | 0.014 3 | -0.016 6 | 0.013 1 | 0.001 9 | 0.028 8 | 0.006 3 | 0.001 7 | |||
20 | -0.017 4 | 0.007 8 | 0.011 8 | -0.026 6 | 0.008 0 | 0.001 5 | 0.028 5 | 0.010 4 | 0.001 3 | ||||
15 | 0.018 6 | 0.020 9 | 0.015 3 | 0.074 4 | 0.015 1 | 0.001 9 | -0.017 1 | 0.007 6 | 0.001 9 | ||||
30 | 20 | 0.055 9 | 0.009 8 | 0.011 6 | 0.032 7 | 0.022 3 | 0.001 5 | 0.010 2 | 0.009 4 | 0.001 5 | |||
25 | 0.068 2 | 0.009 4 | 0.009 4 | 0.084 1 | 0.014 9 | 0.001 2 | 0.057 1 | 0.006 3 | 0.001 2 | ||||
5 | 0.194 0 | 0.078 1 | 0.035 3 | 0.142 5 | 0.040 9 | 0.004 6 | 0.296 9 | 0.121 0 | 0.004 3 | ||||
10 | 7 | 0.142 5 | 0.079 5 | 0.029 2 | 0.109 2 | 0.052 0 | 0.003 4 | 0.125 3 | 0.061 3 | 0.003 2 | |||
9 | 0.037 6 | 0.028 9 | 0.026 2 | 0.095 7 | 0.023 4 | 0.003 1 | 0.109 1 | 0.029 7 | 0.003 1 | ||||
8 | 0.044 1 | 0.047 2 | 0.028 6 | 0.103 5 | 0.039 6 | 0.003 3 | 0.156 3 | 0.044 1 | 0.003 0 | ||||
16 | 10 | 0.053 8 | 0.032 1 | 0.021 2 | 0.176 1 | 0.070 2 | 0.002 6 | 0.170 7 | 0.053 5 | 0.002 5 | |||
14 | 0.084 2 | 0.024 4 | 0.017 2 | 0.035 1 | 0.014 6 | 0.002 2 | 0.122 1 | 0.038 9 | 0.002 2 | ||||
10 | 0.091 0 | 0.047 7 | 0.022 8 | 0.067 2 | 0.034 2 | 0.002 8 | 0.076 2 | 0.017 5 | 0.002 5 | ||||
4 | 20 | 15 | 0.087 8 | 0.018 5 | 0.016 3 | 0.081 1 | 0.018 2 | 0.001 9 | 0.148 9 | 0.048 8 | 0.002 1 | ||
18 | 0.062 8 | 0.024 8 | 0.013 6 | 0.027 0 | 0.019 0 | 0.001 8 | 0.079 2 | 0.014 4 | 0.001 7 | ||||
10 | 0.024 5 | 0.012 4 | 0.024 8 | 0.115 0 | 0.042 2 | 0.003 2 | 0.192 4 | 0.103 6 | 0.002 9 | ||||
25 | 15 | -0.022 6 | 0.006 1 | 0.017 3 | 0.034 1 | 0.018 3 | 0.002 1 | 0.010 7 | 0.001 6 | 0.002 2 | |||
20 | 0.038 7 | 0.017 0 | 0.013 1 | 0.014 6 | 0.005 3 | 0.001 7 | 0.068 1 | 0.029 0 | 0.001 5 | ||||
15 | 0.091 8 | 0.044 3 | 0.014 8 | 0.028 2 | 0.007 6 | 0.002 1 | 0.028 2 | 0.038 0 | 0.002 1 | ||||
30 | 20 | 0.035 3 | 0.016 8 | 0.012 2 | 0.070 6 | 0.025 9 | 0.001 5 | 0.095 1 | 0.019 0 | 0.001 5 | |||
25 | 0.062 5 | 0.012 4 | 0.011 2 | 0.058 6 | 0.006 2 | 0.001 2 | 0.056 8 | 0.015 3 | 0.001 3 |
"
SELF | GELF | |||||||||||
5 | 0.032 5 | 0.024 6 | 0.480 0 | 0.034 5 | 0.012 9 | 0.011 0 | 0.009 8 | 0.018 9 | 0.012 7 | |||
10 | 7 | 0.102 0 | 0.051 2 | 1.007 9 | 0.007 9 | 0.019 7 | 0.017 1 | 0.006 7 | 0.017 2 | 0.016 4 | ||
9 | 0.052 3 | 0.055 9 | 1.750 3 | -0.063 5 | 0.022 1 | 0.047 5 | -0.006 1 | 0.018 4 | 0.037 4 | |||
8 | 0.044 9 | 0.007 4 | 0.260 9 | -0.042 1 | 0.012 0 | 0.008 4 | -0.006 7 | 0.014 9 | 0.007 3 | |||
16 | 10 | 0.009 1 | 0.015 8 | 0.339 6 | 0.060 4 | 0.019 6 | 0.008 4 | -0.006 3 | 0.020 4 | 0.009 6 | ||
14 | 0.110 9 | 0.039 0 | 1.252 7 | -0.012 8 | 0.009 7 | 0.027 8 | 0.037 8 | 0.016 5 | 0.021 5 | |||
10 | -0.012 1 | 0.005 0 | 0.192 7 | 0.000 1 | 0.019 2 | 0.005 9 | 0.041 0 | 0.021 5 | 0.005 5 | |||
20 | 15 | 0.007 8 | 0.023 0 | 0.409 8 | 0.027 1 | 0.046 2 | 0.011 3 | -0.039 7 | 0.014 3 | 0.011 9 | ||
18 | 0.084 6 | 0.018 8 | 1.041 7 | -0.102 4 | 0.021 9 | 0.032 3 | -0.015 2 | 0.015 6 | 0.024 7 | |||
10 | 0.007 9 | 0.008 1 | 0.133 8 | 0.007 1 | 0.006 9 | 0.004 0 | 0.010 0 | 0.008 0 | 0.003 9 | |||
25 | 15 | 0.005 9 | 0.013 2 | 0.204 8 | -0.031 7 | 0.003 1 | 0.006 3 | -0.014 1 | 0.012 0 | 0.006 0 | ||
20 | -0.029 4 | 0.013 9 | 0.371 1 | -0.072 8 | 0.013 1 | 0.012 7 | 0.097 4 | 0.021 1 | 0.009 3 | |||
15 | 0.004 0 | 0.013 9 | 0.138 6 | 0.014 6 | 0.006 1 | 0.003 9 | -0.022 5 | 0.006 9 | 0.004 2 | |||
30 | 20 | 0.035 3 | 0.010 2 | 0.215 4 | 0.023 2 | 0.006 0 | 0.005 5 | 0.050 2 | 0.012 8 | 0.005 4 | ||
25 | 0.092 5 | 0.033 3 | 0.593 0 | 0.070 2 | 0.027 8 | 0.010 2 | -0.008 0 | 0.007 8 | 0.011 2 |
"
5 | (0.892 6, 2.316 5) | (0.901 2, 2.305 5) | (0.896 1, 2.568 1) | (0.904 8, 2.382 1) | ||
10 | 7 | (0.953 1, 2.718 1) | (1.023 3, 2.678 9) | (0.961 8, 2.710 4) | (0.991 8, 2.103 9) | |
9 | (0.800 9, 2.180 3) | (0.953 2, 2.085 2) | (0.800 9, 2.180 3) | (0.833 7, 2.032 3) | ||
8 | (0.948 2, 2.244 6) | (0.956 7, 2.143 5) | (1.005 1, 2.252 7) | (1.014 2, 1.997 6) | ||
16 | 10 | (0.937 5, 2.312 6) | (0.958 9, 2.248 8) | (0.937 5, 2.312 6) | (1.092 5, 2.297 3) | |
14 | (0.983 5, 2.314 3) | (1.010 0, 2.167 8) | (0.983 5, 2.314 3) | (0.997 6, 2.145 9) | ||
10 | (0.918 1, 2.252 5) | (0.953 4, 2.148 6) | (0.849 2, 2.238 2) | (0.903 7, 2.134 6) | ||
20 | 15 | (0.858 5, 2.376 0) | (0.907 8, 2.267 3) | (0.855 9, 2.360 4) | (0.897 6, 2.287 7) | |
18 | (1.019 5, 2.231 5) | (1.101 0, 2.134 2) | (0.990 4, 2.292 1) | (1.124 3, 2.136 2) | ||
10 | (0.898 1, 2.269 2) | (0.935 2, 2.187 3) | (0.897 7, 2.294 1) | (0.957 0, 2.190 8) | ||
25 | 15 | (0.897 6, 2.182 6) | (0.943 2, 2.040 8) | (0.854 6, 2.179 8) | (0.904 5, 2.090 3) | |
20 | (0.818 4, 1.929 9) | (0.858 1, 1.918 4) | (0.818 4, 1.929 9) | (0.836 2, 1.910 0) | ||
15 | (0.838 2, 2.067 2) | (0.865 8, 2.078 3) | (0.838 2, 2.067 2) | (0.873 6, 1.998 7) | ||
30 | 20 | (0.961 1, 2.012 2) | (0.987 7, 2.135 2) | (0.931 1, 1.936 1) | (0.971 1, 1.942 1) | |
25 | (0.989 5, 2.863 6) | (1.032 4, 2.659 1) | (0.917 3, 2.755 3) | (0.932 8, 2.487 3) |
"
5 | (0.473 3, 0.701 5) | (0.483 9, 0.692 8) | |
10 | 7 | (0.481 7, 0.712 8) | (0.502 3, 0.703 5) |
9 | (0.407 6, 0.695 7) | (0.456 0, 0.672 9) | |
8 | (0.498 8, 0.680 5) | (0.502 2, 0.673 4) | |
16 | 10 | (0.477 6, 0.690 5) | (0.493 8, 0.663 7) |
14 | (0.490 4, 0.680 3) | (0.498 7, 0.672 5) | |
10 | (0.455 1, 0.663 9) | (0.452 1, 0.652 2) | |
20 | 15 | (0.456 1, 0.686 8) | (0.473 0, 0.673 8) |
18 | (0.487 9, 0.681 0) | (0.497 2, 0.670 1) | |
10 | (0.465 8, 0.659 8) | (0.478 1, 0.653 2) | |
25 | 15 | (0.460 3, 0.673 0) | (0.492 0, 0.672 9) |
20 | (0.425 4, 0.652 4) | (0.460 0, 0.662 0) | |
15 | (0.451 0, 0.657 6) | (0.467 2, 0.657 9) | |
30 | 20 | (0.488 2, 0.660 0) | (0.493 6, 0.668 4) |
25 | (0.468 0, 0.704 9) | (0.472 9, 0.698 9) |
"
5 | 0.592 0 | 1.765 1 | 0.059 8 | 8.696 4 | ||
10 | 7 | 0.516 5 | 1.844 3 | 0.045 0 | 4.023 8 | |
9 | 0.578 4 | 2.099 6 | 0.048 8 | 9.911 5 | ||
8 | 0.588 5 | 1.550 2 | 0.026 6 | 4.260 1 | ||
16 | 10 | 0.562 8 | 1.711 6 | 0.025 9 | 5.283 3 | |
14 | 0.564 0 | 1.661 5 | 0.038 9 | 5.097 4 | ||
10 | 0.585 7 | 1.688 0 | 0.030 9 | 4.234 1 | ||
20 | 15 | 0.585 8 | 1.658 6 | 0.040 3 | 5.780 7 | |
18 | 0.568 7 | 1.676 8 | 0.033 6 | 5.609 2 | ||
10 | 0.630 3 | 1.569 9 | 0.032 4 | 5.711 7 | ||
25 | 15 | 0.575 8 | 1.559 3 | 0.034 5 | 4.591 1 | |
20 | 0.607 7 | 1.534 1 | 0.034 5 | 5.665 0 | ||
15 | 0.585 9 | 1.548 0 | 0.034 3 | 5.816 5 | ||
30 | 20 | 0.559 1 | 1.673 1 | 0.043 6 | 4.720 8 | |
25 | 0.622 6 | 1.721 3 | 0.047 0 | 5.239 8 |
"
Scheme number | ||
1 | 0.05 | (0 0 0 1 0 0 2 1 0 0 0 7) |
2 | 0.1 | (2 1 1 0 1 0 0 0 2 0 0 4) |
3 | 0.2 | (0 1 1 3 2 0 1 2 0 1 0 0) |
4 | 0.3 | (0 5 2 0 3 0 1 0 0 0 0 0) |
5 | 0.4 | (1 2 3 4 1 0 0 0 0 0 0 0) |
6 | 0.5 | (6 2 2 1 0 0 0 0 0 0 0 0) |
7 | 0.6 | (6 5 0 0 0 0 0 0 0 0 0 0) |
8 | 0.7 | (10 0 1 0 0 0 0 0 0 0 0 0) |
9 | 0.8 | (10 1 0 0 0 0 0 0 0 0 0 0) |
10 | 0.9 | (11 0 0 0 0 0 0 0 0 0 0 0) |
"
Scheme number | MSE | ||||
1 | 1.305 1 | 0.106 7 | 0.011 4 | 0.387 3 | 2.222 8 |
2 | 1.422 8 | 0.224 5 | 0.050 4 | 0.435 0 | 2.410 7 |
3 | 1.159 1 | -0.039 2 | 0.001 5 | 0.430 1 | 1.888 1 |
4 | 1.269 6 | 0.071 3 | 0.005 1 | 0.464 2 | 2.075 0 |
5 | 1.281 0 | 0.082 6 | 0.006 8 | 0.487 9 | 2.074 1 |
6 | 1.540 0 | 0.341 7 | 0.116 7 | 0.490 3 | 2.589 7 |
7 | 1.636 4 | 0.438 1 | 0.191 9 | 0.516 9 | 2.755 9 |
8 | 1.622 2 | 0.423 8 | 0.179 6 | 0.458 3 | 2.786 0 |
9 | 1.622 1 | 0.423 8 | 0.179 6 | 0.458 4 | 2.785 8 |
10 | 1.583 2 | 0.384 8 | 0.148 1 | 0.442 3 | 2.724 0 |
"
Scheme number | MSE | ||||
1 | 0.012 8 | -0.000 2 | 6.19E-08 | 0.007 6 | 0.018 1 |
2 | 0.011 9 | -0.001 2 | 1.39E-06 | 0.007 5 | 0.016 3 |
3 | 0.010 0 | -0.003 1 | 9.52E-06 | 0.006 2 | 0.013 8 |
4 | 0.010 0 | -0.003 1 | 9.52E-06 | 0.006 4 | 0.013 6 |
5 | 0.010 3 | -0.002 8 | 7.82E-06 | 0.006 7 | 0.013 9 |
6 | 0.010 8 | -0.002 3 | 5.27E-06 | 0.007 2 | 0.014 3 |
7 | 0.011 1 | -0.002 0 | 3.87E-06 | 0.007 6 | 0.014 6 |
8 | 0.011 2 | -0.001 9 | 3.68E-06 | 0.007 7 | 0.014 7 |
9 | 0.011 2 | -0.001 9 | 3.66E-06 | 0.007 7 | 0.014 7 |
10 | 0.011 2 | -0.001 9 | 3.50E-06 | 0.007 7 | 0.014 7 |
"
Scheme number | SELF | GELF | GELF | |||||
MSE | MSE | MSE | ||||||
1 | 1.336 9 | 0.019 3 | 1.305 0 | 0.011 7 | 1.362 2 | 0.027 2 | ||
2 | 1.408 6 | 0.044 4 | 1.382 9 | 0.034 2 | 1.434 9 | 0.056 2 | ||
3 | 1.206 7 | 0.000 1 | 1.195 7 | 0.000 1 | 1.227 1 | 0.001 0 | ||
4 | 1.310 8 | 0.012 7 | 1.284 6 | 0.007 6 | 1.333 7 | 0.018 5 | ||
5 | 1.351 5 | 0.023 5 | 1.322 3 | 0.015 7 | 1.367 4 | 0.028 7 | ||
6 | 1.498 4 | 0.090 3 | 1.465 2 | 0.071 5 | 1.521 4 | 0.104 6 | ||
7 | 1.527 9 | 0.108 8 | 1.500 2 | 0.091 3 | 1.571 9 | 0.139 6 | ||
8 | 1.521 3 | 0.104 7 | 1.476 7 | 0.077 7 | 1.551 5 | 0.125 0 | ||
9 | 1.512 1 | 0.098 7 | 1.488 7 | 0.084 6 | 1.551 6 | 0.125 1 | ||
10 | 1.486 6 | 0.083 3 | 1.457 4 | 0.067 5 | 1.514 6 | 0.100 1 |
"
Scheme number | SELF | GELF | GELF | |||||
MSE | MSE | MSE | ||||||
1 | 0.013 2 | 3.32E-08 | 0.013 1 | 1.14E-08 | 0.013 4 | 8.06E-08 | ||
2 | 0.012 1 | 9.34E-07 | 0.012 0 | 1.17E-06 | 0.012 2 | 7.89E-07 | ||
3 | 0.010 4 | 6.98E-06 | 0.010 4 | 7.07E-06 | 0.010 5 | 6.52E-06 | ||
4 | 0.010 4 | 7.00E-06 | 0.010 4 | 7.26E-06 | 0.010 5 | 6.45E-06 | ||
5 | 0.010 8 | 5.22E-06 | 0.010 7 | 5.72E-06 | 0.010 8 | 5.24E-06 | ||
6 | 0.011 0 | 4.18E-06 | 0.011 0 | 4.39E-06 | 0.011 1 | 4.00E-06 | ||
7 | 0.011 1 | 3.84E-06 | 0.011 1 | 4.00E-06 | 0.011 2 | 3.49E-06 | ||
8 | 0.011 2 | 3.41E-06 | 0.011 2 | 3.71E-06 | 0.011 3 | 3.28E-06 | ||
9 | 0.011 2 | 3.49E-06 | 0.011 2 | 3.68E-06 | 0.011 3 | 3.20E-06 | ||
10 | 0.011 3 | 3.24E-06 | 0.011 2 | 3.49E-06 | 0.011 3 | 3.05E-06 |
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