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Os02g0320800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Iron/ascorbate-dependent oxidoreductase.
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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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
247.02 | 0.738 | 3.14 | -0.672 | 0.385 | -0.6 | -0.176 | 0.0959 | 0.0532 | 7.75 | 1.1 | 11 | -- | -- |
246.94 | 0.732 | 3.14 | -0.672 | 0.383 | -0.599 | -0.179 | -- | 0.0526 | 7.74 | 1.121 | 13 | -- | -- |
246.97 | 0.732 | 3.14 | -0.687 | 0.381 | -0.615 | -- | 0.233 | 0.0502 | 7.77 | 1.109 | 13 | -- | -- |
247.03 | 0.732 | 3.14 | -0.676 | 0.383 | -0.599 | -- | -- | 0.0528 | 7.75 | 1.124 | 13 | -- | -- |
254.34 | 0.743 | 3.15 | -0.707 | -- | -0.743 | -- | 0.417 | 0.0551 | -- | 1.122 | 13 | -- | -- |
256.22 | 0.75 | 3.14 | -0.599 | 0.523 | -- | -0.142 | -- | 0.04 | 6.65 | -- | -- | -- | -- |
256.27 | 0.75 | 3.14 | -0.601 | 0.522 | -- | -- | -- | 0.0403 | 6.64 | -- | -- | -- | -- |
254.52 | 0.743 | 3.15 | -0.688 | -- | -0.716 | -- | -- | 0.0597 | -- | 1.141 | 13 | -- | -- |
258.85 | 0.749 | 3.12 | -- | 0.397 | -0.512 | -- | -- | 0.126 | 7.64 | 1.111 | 11 | -- | -- |
270.5 | 0.769 | 3.15 | -0.589 | -- | -- | -- | -- | 0.0508 | -- | -- | -- | -- | -- |
265.79 | 0.763 | 3.12 | -- | 0.515 | -- | -- | -- | 0.107 | 6.71 | -- | -- | -- | -- |
266.8 | 0.761 | 3.13 | -- | -- | -0.636 | -- | -- | 0.134 | -- | 1.189 | 13 | -- | -- |
279.64 | 0.781 | 3.14 | -- | -- | -- | -- | -- | 0.116 | -- | -- | -- | -- | -- |
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 | 233.27 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 11 |
5 | 233.47 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 9 |
7 | 233.58 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 19 | 3 |
10 | 233.61 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 19 | 2 |
12 | 233.67 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 7 |
21 | 233.83 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 20 | 1 |
70 | 237.10 | humidity | 80.0 | 30 | < th | dose independent | rect. | 19 | 15 |
71 | 237.37 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 16 | 16 |
83 | 238.51 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 18 | 15 |
87 | 238.77 | humidity | 80.0 | 10 | < th | dose independent | rect. | 20 | 1 |
101 | 240.12 | humidity | 80.0 | 30 | < th | dose independent | rect. | 16 | 18 |
105 | 240.53 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 16 | 4 |
125 | 241.52 | humidity | 80.0 | 30 | < th | dose dependent | sin | 11 | NA |
133 | 241.89 | humidity | 80.0 | 270 | < th | dose independent | rect. | 15 | 18 |
145 | 242.21 | humidity | 80.0 | 270 | < th | dose independent | rect. | 16 | 4 |
152 | 242.38 | humidity | 80.0 | 270 | < th | dose dependent | sin | 12 | NA |
169 | 242.78 | humidity | 80.0 | 10 | < th | dose independent | rect. | 19 | 13 |
181 | 243.05 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 22 |
193 | 243.27 | humidity | 80.0 | 30 | < th | dose independent | sin | 10 | NA |
195 | 243.30 | humidity | 80.0 | 30 | < th | dose independent | rect. | 19 | 11 |
205 | 243.45 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 16 | 15 |
213 | 243.55 | humidity | 80.0 | 30 | < th | dose independent | rect. | 19 | 9 |
237 | 243.76 | humidity | 80.0 | 30 | < th | dose independent | rect. | 19 | 7 |
267 | 244.02 | wind | 9.0 | 270 | > th | dose independent | rect. | 18 | 1 |
273 | 244.06 | wind | 9.0 | 270 | > th | dose independent | rect. | 18 | 8 |
312 | 244.38 | humidity | 70.0 | 270 | < th | dose dependent | rect. | 16 | 1 |
314 | 244.41 | humidity | 70.0 | 270 | < th | dose independent | rect. | 16 | 1 |
318 | 244.44 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 22 |
323 | 244.50 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 19 | 5 |
343 | 244.60 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 19 | 5 |
370 | 244.73 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 19 | 1 |
380 | 244.73 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 19 | 1 |
451 | 245.05 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 18 | 1 |
471 | 245.21 | wind | 9.0 | 270 | > th | dose dependent | rect. | 18 | 1 |
480 | 245.26 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 14 | 6 |
487 | 245.31 | humidity | 80.0 | 270 | < th | dose independent | rect. | 15 | 11 |
499 | 245.39 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 23 |
500 | 245.39 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 23 |
502 | 245.39 | wind | 9.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
511 | 245.39 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 23 |
585 | 245.65 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 16 | 1 |
612 | 245.72 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 11 |
619 | 245.75 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 5 | 15 |
709 | 245.97 | wind | 1.0 | 10 | > th | dose independent | rect. | 10 | 22 |
710 | 245.98 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 14 | 2 |
718 | 246.01 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 24 | 19 |
721 | 246.02 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 2 | 17 |
732 | 246.05 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 13 |
740 | 246.07 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 6 |
745 | 246.09 | wind | 3.0 | 30 | > th | dose independent | rect. | 19 | 2 |
752 | 246.13 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 13 | 5 |
764 | 246.16 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 9 |
775 | 246.20 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 9 |
776 | 246.20 | precipitation | 0.1 | 30 | > th | dose dependent | sin | 19 | NA |
783 | 246.22 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 13 | 6 |
792 | 246.24 | wind | 1.0 | 10 | > th | dose independent | rect. | 21 | 7 |
797 | 246.26 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 14 | 4 |
813 | 246.33 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 18 | 1 |
844 | 246.42 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
858 | 246.43 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 15 | 5 |
881 | 246.46 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
887 | 246.48 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 24 | 19 |
910 | 246.53 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
918 | 246.56 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 14 | 1 |
936 | 246.59 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 18 |
942 | 246.60 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 5 | 14 |