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Os01g0218200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Thioredoxin domain 2 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
199.97 | 0.664 | 4.64 | 0.638 | 0.629 | -1.19 | -0.535 | 0.443 | 0.32 | 21.6 | 62.28 | 1200 | -- | -- |
200.26 | 0.659 | 4.64 | 0.654 | 0.619 | -1.16 | -0.583 | -- | 0.308 | 21.6 | 62.42 | 1178 | -- | -- |
200.91 | 0.66 | 4.65 | 0.647 | 0.617 | -1.2 | -- | 0.628 | 0.318 | 21.6 | 62.51 | 1172 | -- | -- |
201.52 | 0.661 | 4.64 | 0.678 | 0.623 | -1.15 | -- | -- | 0.307 | 21.6 | 62.62 | 1178 | -- | -- |
211.97 | 0.678 | 4.64 | 0.671 | -- | -1.56 | -- | 0.781 | 0.277 | -- | 64.98 | 909 | -- | -- |
244.64 | 0.733 | 4.7 | 0.877 | 0.775 | -- | -0.373 | -- | 0.0368 | 22.3 | -- | -- | -- | -- |
245.2 | 0.733 | 4.7 | 0.892 | 0.777 | -- | -- | -- | 0.0378 | 22.3 | -- | -- | -- | -- |
212.44 | 0.679 | 4.64 | 0.692 | -- | -1.49 | -- | -- | 0.227 | -- | 65.27 | 911 | -- | -- |
213.28 | 0.68 | 4.65 | -- | 0.608 | -1.25 | -- | -- | 0.256 | 21.6 | 62.81 | 1172 | -- | -- |
282.03 | 0.785 | 4.68 | 0.904 | -- | -- | -- | -- | 0.0402 | -- | -- | -- | -- | -- |
266.17 | 0.763 | 4.73 | -- | 0.782 | -- | -- | -- | -0.0615 | 22.4 | -- | -- | -- | -- |
224.77 | 0.698 | 4.66 | -- | -- | -1.56 | -- | -- | 0.161 | -- | 65.35 | 920 | -- | -- |
303.6 | 0.813 | 4.71 | -- | -- | -- | -- | -- | -0.0602 | -- | -- | -- | -- | -- |
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 | 203.62 | radiation | 30 | 1440 | < th | dose independent | rect. | 15 | 19 |
2 | 203.62 | humidity | 60 | 720 | > th | dose independent | rect. | 24 | 21 |
5 | 204.28 | humidity | 60 | 720 | > th | dose independent | rect. | 6 | 15 |
6 | 204.47 | humidity | 60 | 1440 | < th | dose independent | rect. | 11 | 2 |
7 | 204.69 | humidity | 60 | 720 | > th | dose independent | rect. | 15 | 22 |
8 | 204.79 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 2 |
12 | 205.11 | humidity | 60 | 720 | > th | dose independent | rect. | 6 | 21 |
13 | 205.14 | humidity | 60 | 720 | > th | dose independent | rect. | 10 | 17 |
14 | 205.14 | humidity | 60 | 720 | > th | dose independent | rect. | 24 | 18 |
15 | 205.15 | humidity | 60 | 720 | > th | dose independent | rect. | 9 | 9 |
20 | 205.35 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
22 | 205.50 | radiation | 20 | 1440 | > th | dose dependent | rect. | 15 | 18 |
25 | 205.58 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 14 |
34 | 205.70 | humidity | 70 | 720 | < th | dose dependent | rect. | 17 | 22 |
43 | 205.83 | radiation | 30 | 1440 | < th | dose independent | rect. | 8 | 2 |
46 | 205.86 | radiation | 30 | 1440 | < th | dose independent | sin | 12 | NA |
66 | 206.02 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 9 |
67 | 206.03 | temperature | 20 | 1440 | > th | dose dependent | sin | 22 | NA |
70 | 206.05 | humidity | 60 | 1440 | > th | dose independent | rect. | 10 | 6 |
72 | 206.06 | radiation | 10 | 1440 | > th | dose dependent | sin | 11 | NA |
87 | 206.19 | humidity | 60 | 1440 | > th | dose independent | rect. | 18 | 22 |
105 | 206.28 | humidity | 60 | 720 | > th | dose independent | rect. | 9 | 12 |
110 | 206.31 | humidity | 60 | 720 | > th | dose independent | sin | 0 | NA |
122 | 206.37 | humidity | 60 | 1440 | > th | dose independent | sin | 2 | NA |
151 | 206.55 | humidity | 60 | 1440 | > th | dose independent | rect. | 3 | 13 |
153 | 206.55 | humidity | 60 | 1440 | > th | dose independent | rect. | 21 | 19 |
154 | 206.55 | humidity | 60 | 1440 | < th | dose independent | rect. | 18 | 21 |
158 | 206.57 | humidity | 60 | 1440 | > th | dose independent | rect. | 7 | 9 |
176 | 206.59 | radiation | 40 | 1440 | < th | dose dependent | rect. | 15 | 19 |
183 | 206.62 | temperature | 20 | 1440 | > th | dose dependent | rect. | 9 | 5 |
203 | 206.70 | radiation | 30 | 1440 | < th | dose independent | rect. | 3 | 7 |
215 | 206.74 | radiation | 30 | 1440 | < th | dose independent | rect. | 21 | 13 |
221 | 206.77 | radiation | 30 | 1440 | < th | dose independent | rect. | 18 | 16 |
244 | 206.82 | humidity | 60 | 1440 | < th | dose independent | sin | 2 | NA |
254 | 206.83 | temperature | 20 | 4320 | > th | dose dependent | rect. | 17 | 1 |
266 | 206.86 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 7 |
288 | 206.94 | radiation | 30 | 1440 | > th | dose independent | rect. | 15 | 19 |
294 | 206.95 | humidity | 60 | 1440 | > th | dose independent | rect. | 10 | 23 |
384 | 207.10 | humidity | 60 | 1440 | > th | dose independent | rect. | 3 | 21 |
432 | 207.14 | humidity | 60 | 1440 | > th | dose independent | no | NA | NA |
577 | 207.25 | temperature | 25 | 4320 | < th | dose independent | rect. | 2 | 13 |
590 | 207.27 | temperature | 20 | 4320 | > th | dose dependent | rect. | 15 | 6 |
601 | 207.30 | humidity | 70 | 1440 | < th | dose dependent | rect. | 11 | 2 |
614 | 207.33 | humidity | 70 | 720 | < th | dose dependent | no | NA | NA |
617 | 207.33 | humidity | 70 | 720 | < th | dose dependent | rect. | 6 | 14 |
670 | 207.33 | humidity | 70 | 720 | < th | dose dependent | rect. | 9 | 23 |
721 | 207.38 | temperature | 20 | 720 | > th | dose dependent | rect. | 12 | 22 |
789 | 207.45 | humidity | 70 | 720 | < th | dose dependent | sin | 0 | NA |
838 | 207.51 | temperature | 25 | 4320 | < th | dose independent | rect. | 22 | 18 |
923 | 207.58 | radiation | 40 | 1440 | < th | dose dependent | sin | 11 | NA |
941 | 207.60 | radiation | 40 | 720 | < th | dose independent | rect. | 24 | 17 |
958 | 207.61 | radiation | 40 | 720 | < th | dose independent | rect. | 9 | 18 |
959 | 207.61 | humidity | 60 | 1440 | < th | dose independent | rect. | 10 | 23 |
985 | 207.64 | radiation | 40 | 720 | < th | dose independent | rect. | 24 | 23 |