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Os02g0677700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Quinonprotein alcohol dehydrogenase-like domain containing protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = humidity,
response mode = > th, dose dependency = dose independent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.04 | 0.141 | 10.6 | 0.21 | 0.213 | -0.137 | -0.0904 | -0.666 | -0.135 | 8.01 | 70.31 | 4845 | -- | -- |
9.71 | 0.145 | 10.6 | 0.193 | 0.22 | -0.152 | -0.156 | -- | -0.131 | 7.87 | 70.99 | 4841 | -- | -- |
9.06 | 0.14 | 10.6 | 0.21 | 0.212 | -0.135 | -- | -0.687 | -0.136 | 8.13 | 70.37 | 4894 | -- | -- |
9.66 | 0.145 | 10.6 | 0.174 | 0.208 | -0.19 | -- | -- | -0.14 | 8.36 | 70 | 4330 | -- | -- |
11.23 | 0.156 | 10.6 | 0.21 | -- | -0.163 | -- | -0.691 | -0.138 | -- | 71 | 5839 | -- | -- |
10.23 | 0.15 | 10.6 | 0.17 | 0.198 | -- | -0.155 | -- | -0.126 | 7.97 | -- | -- | -- | -- |
10.3 | 0.15 | 10.6 | 0.166 | 0.197 | -- | -- | -- | -0.126 | 8.19 | -- | -- | -- | -- |
11.72 | 0.159 | 10.6 | 0.166 | -- | -0.211 | -- | -- | -0.143 | -- | 70 | 4364 | -- | -- |
10.34 | 0.15 | 10.6 | -- | 0.2 | -0.199 | -- | -- | -0.171 | 8.01 | 70.39 | 4358 | -- | -- |
12.44 | 0.165 | 10.6 | 0.167 | -- | -- | -- | -- | -0.124 | -- | -- | -- | -- | -- |
11.02 | 0.155 | 10.6 | -- | 0.198 | -- | -- | -- | -0.144 | 8.13 | -- | -- | -- | -- |
12.44 | 0.164 | 10.6 | -- | -- | -0.218 | -- | -- | -0.171 | -- | 70.34 | 4355 | -- | -- |
13.18 | 0.169 | 10.6 | -- | -- | -- | -- | -- | -0.142 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 8.61 | atmosphere | 995 | 10 | > th | dose dependent | rect. | 10 | 21 |
4 | 8.64 | atmosphere | 995 | 90 | > th | dose dependent | rect. | 11 | 19 |
10 | 8.70 | humidity | 60 | 4320 | > th | dose independent | rect. | 11 | 1 |
14 | 8.73 | humidity | 60 | 4320 | < th | dose independent | rect. | 11 | 2 |
23 | 8.82 | temperature | 25 | 4320 | > th | dose independent | rect. | 1 | 1 |
27 | 8.84 | temperature | 25 | 4320 | > th | dose dependent | rect. | 24 | 1 |
35 | 8.86 | temperature | 30 | 270 | < th | dose independent | rect. | 8 | 21 |
48 | 8.89 | temperature | 30 | 90 | < th | dose independent | rect. | 10 | 20 |
57 | 8.91 | humidity | 50 | 4320 | > th | dose dependent | rect. | 11 | 2 |
65 | 8.93 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 10 | 20 |
66 | 8.93 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 1 |
83 | 8.95 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 8 | 21 |
84 | 8.95 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 10 | 21 |
87 | 8.96 | temperature | 25 | 4320 | < th | dose independent | rect. | 3 | 1 |
88 | 8.96 | temperature | 25 | 4320 | < th | dose independent | rect. | 24 | 2 |
92 | 8.96 | humidity | 90 | 4320 | < th | dose dependent | rect. | 12 | 1 |
101 | 8.97 | radiation | 10 | 10 | > th | dose independent | rect. | 13 | 22 |
102 | 8.97 | humidity | 70 | 4320 | < th | dose dependent | rect. | 11 | 2 |
119 | 8.99 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 4 | 21 |
120 | 9.00 | temperature | 25 | 4320 | < th | dose independent | rect. | 24 | 4 |
121 | 9.00 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 10 | 18 |
130 | 9.00 | humidity | 70 | 4320 | < th | dose dependent | rect. | 11 | 5 |
131 | 9.00 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 4 | 19 |
134 | 9.01 | radiation | 10 | 4320 | > th | dose independent | rect. | 8 | 1 |
162 | 9.01 | humidity | 70 | 4320 | > th | dose independent | rect. | 16 | 20 |
178 | 9.02 | radiation | 10 | 10 | > th | dose independent | rect. | 17 | 17 |
182 | 9.02 | radiation | 10 | 10 | > th | dose dependent | sin | 11 | NA |
188 | 9.02 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 6 | 17 |
191 | 9.03 | wind | 1 | 14400 | > th | dose independent | rect. | 1 | 2 |
193 | 9.03 | humidity | 80 | 4320 | < th | dose independent | rect. | 8 | 2 |
216 | 9.03 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 6 | 20 |
241 | 9.04 | wind | 1 | 720 | < th | dose dependent | rect. | 6 | 1 |
242 | 9.04 | humidity | 60 | 4320 | < th | dose dependent | rect. | 14 | 1 |
250 | 9.04 | radiation | 1 | 270 | > th | dose dependent | rect. | 17 | 15 |
254 | 9.04 | atmosphere | 1015 | 10 | < th | dose dependent | rect. | 6 | 20 |
255 | 9.05 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 1 |
256 | 9.05 | radiation | 10 | 10 | > th | dose independent | rect. | 7 | 3 |
301 | 9.05 | radiation | 10 | 10 | > th | dose independent | rect. | 15 | 19 |
348 | 9.07 | temperature | 30 | 720 | > th | dose independent | sin | 6 | NA |
389 | 9.07 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 12 | 11 |
404 | 9.08 | humidity | 80 | 4320 | < th | dose independent | rect. | 7 | 6 |
452 | 9.08 | humidity | 70 | 4320 | < th | dose independent | rect. | 16 | 20 |
480 | 9.09 | humidity | 60 | 4320 | < th | dose independent | sin | 0 | NA |
483 | 9.09 | radiation | 10 | 10 | > th | dose independent | sin | 11 | NA |
484 | 9.09 | radiation | 10 | 4320 | < th | dose independent | rect. | 8 | 1 |
494 | 9.09 | humidity | 90 | 10 | < th | dose independent | rect. | 4 | 7 |
525 | 9.09 | humidity | 50 | 4320 | > th | dose dependent | rect. | 6 | 7 |
532 | 9.09 | atmosphere | 1015 | 30 | < th | dose dependent | rect. | 7 | 15 |
534 | 9.09 | radiation | 1 | 10 | > th | dose dependent | rect. | 15 | 19 |
538 | 9.09 | radiation | 1 | 10 | > th | dose dependent | rect. | 13 | 22 |
540 | 9.10 | humidity | 70 | 4320 | > th | dose independent | sin | 10 | NA |
541 | 9.10 | humidity | 60 | 4320 | < th | dose independent | sin | 22 | NA |
548 | 9.10 | humidity | 70 | 4320 | > th | dose independent | rect. | 16 | 3 |
553 | 9.10 | temperature | 30 | 720 | > th | dose independent | rect. | 8 | 7 |
613 | 9.10 | temperature | 30 | 270 | < th | dose independent | rect. | 17 | 23 |
618 | 9.10 | radiation | 1 | 90 | > th | dose dependent | rect. | 6 | 3 |
637 | 9.11 | humidity | 70 | 4320 | > th | dose independent | sin | 8 | NA |
641 | 9.11 | humidity | 70 | 4320 | < th | dose independent | rect. | 16 | 1 |
656 | 9.11 | radiation | 40 | 270 | < th | dose independent | rect. | 8 | 21 |
714 | 9.12 | humidity | 70 | 4320 | > th | dose independent | sin | 4 | NA |
718 | 9.12 | radiation | 20 | 30 | < th | dose independent | sin | 11 | NA |
881 | 9.13 | humidity | 70 | 4320 | > th | dose independent | sin | 2 | NA |
984 | 9.13 | humidity | 50 | 4320 | > th | dose dependent | sin | 2 | NA |
985 | 9.13 | atmosphere | 995 | 10 | > th | dose dependent | sin | 17 | NA |
987 | 9.13 | radiation | 10 | 4320 | < th | dose dependent | rect. | 8 | 1 |
994 | 9.13 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 6 |