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Os06g0568600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ent-kaurene oxidase 1 (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
150.95 | 0.577 | 7.49 | 1.45 | 0.229 | -0.0119 | 1.26 | 6.3 | 0.632 | 7.02 | 3.313 | 2270 | -- | -- |
165.93 | 0.6 | 7.45 | 1.29 | 0.289 | -0.675 | 1.23 | -- | 0.541 | 6.03 | 7.4 | 2296 | -- | -- |
154.01 | 0.578 | 7.5 | 1.48 | 0.241 | 0.0963 | -- | 6.16 | 0.611 | 6.48 | 3.5 | 2408 | -- | -- |
166.2 | 0.6 | 7.43 | 1.18 | 0.306 | -0.777 | -- | -- | 0.583 | 6.17 | 7.498 | 2425 | -- | -- |
157.04 | 0.584 | 7.5 | 1.49 | -- | 0.0862 | -- | 6.27 | 0.618 | -- | 3.5 | 2408 | -- | -- |
176.12 | 0.622 | 7.4 | 1.37 | 0.267 | -- | 0.85 | -- | 0.664 | 6.11 | -- | -- | -- | -- |
177.58 | 0.624 | 7.4 | 1.38 | 0.28 | -- | -- | -- | 0.662 | 7.1 | -- | -- | -- | -- |
169.06 | 0.606 | 7.43 | 1.14 | -- | -0.964 | -- | -- | 0.559 | -- | 7.474 | 2274 | -- | -- |
191.06 | 0.644 | 7.45 | -- | 0.432 | -1.13 | -- | -- | 0.516 | 7.42 | 7.4 | 13804 | -- | -- |
181.7 | 0.63 | 7.41 | 1.39 | -- | -- | -- | -- | 0.667 | -- | -- | -- | -- | -- |
227.89 | 0.706 | 7.44 | -- | 0.295 | -- | -- | -- | 0.508 | 6.8 | -- | -- | -- | -- |
182.07 | 0.628 | 7.5 | -- | -- | -1.15 | -- | -- | 0.263 | -- | 7.498 | 47520 | -- | -- |
232.45 | 0.712 | 7.44 | -- | -- | -- | -- | -- | 0.513 | -- | -- | -- | -- | -- |
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 | 150.07 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
2 | 150.10 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
3 | 151.22 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 23 | 5 |
6 | 151.59 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 23 | 5 |
8 | 151.79 | wind | 9.0 | 4320 | > th | dose independent | rect. | 17 | 4 |
11 | 152.28 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 17 | 4 |
13 | 152.86 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
17 | 153.44 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
18 | 153.49 | wind | 5.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
20 | 153.61 | wind | 9.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
24 | 153.86 | wind | 5.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
29 | 154.09 | wind | 9.0 | 4320 | > th | dose independent | rect. | 15 | 6 |
40 | 154.71 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
60 | 155.01 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 8 |
61 | 155.04 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
66 | 155.11 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
68 | 155.11 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
74 | 155.20 | wind | 9.0 | 14400 | < th | dose independent | rect. | 3 | 10 |
77 | 155.23 | wind | 9.0 | 14400 | > th | dose independent | rect. | 4 | 9 |
79 | 155.24 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 17 | 8 |
83 | 155.27 | wind | 9.0 | 14400 | > th | dose independent | rect. | 23 | 14 |
87 | 155.30 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
88 | 155.32 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 17 | 13 |
96 | 155.41 | wind | 5.0 | 1440 | < th | dose dependent | rect. | 10 | 20 |
98 | 155.42 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 17 | 13 |
113 | 155.56 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 17 | 15 |
114 | 155.57 | wind | 3.0 | 1440 | > th | dose independent | rect. | 9 | 21 |
115 | 155.57 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 6 |
117 | 155.58 | wind | 7.0 | 4320 | > th | dose independent | rect. | 15 | 3 |
118 | 155.58 | wind | 7.0 | 4320 | < th | dose independent | rect. | 15 | 3 |
128 | 155.66 | wind | 3.0 | 1440 | < th | dose independent | rect. | 9 | 21 |
129 | 155.66 | wind | 3.0 | 1440 | > th | dose independent | rect. | 17 | 22 |
131 | 155.68 | wind | 3.0 | 1440 | > th | dose independent | rect. | 17 | 20 |
157 | 155.87 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 15 | 1 |
159 | 155.88 | wind | 7.0 | 1440 | < th | dose dependent | rect. | 17 | 22 |
182 | 155.98 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 17 | 8 |
190 | 156.04 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
195 | 156.07 | wind | 9.0 | 14400 | < th | dose independent | rect. | 23 | 14 |
206 | 156.10 | wind | 3.0 | 1440 | < th | dose independent | rect. | 17 | 22 |
211 | 156.11 | wind | 3.0 | 1440 | < th | dose independent | rect. | 17 | 20 |
217 | 156.14 | wind | 7.0 | 1440 | < th | dose dependent | rect. | 13 | 17 |
232 | 156.19 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 17 | 22 |
265 | 156.29 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 10 | 20 |
269 | 156.30 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 13 | 17 |
270 | 156.31 | wind | 9.0 | 14400 | > th | dose independent | rect. | 11 | 2 |
278 | 156.33 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 1 | 7 |
334 | 156.47 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 17 | 18 |
343 | 156.50 | wind | 9.0 | 1440 | < th | dose dependent | sin | 14 | NA |
361 | 156.53 | wind | 1.0 | 1440 | > th | dose dependent | sin | 13 | NA |
372 | 156.55 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 17 | 18 |
407 | 156.63 | wind | 9.0 | 14400 | < th | dose independent | rect. | 11 | 2 |
432 | 156.67 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 4 | 9 |
459 | 156.72 | wind | 3.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
463 | 156.73 | wind | 3.0 | 1440 | > th | dose independent | rect. | 21 | 23 |
502 | 156.79 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 23 | 14 |
511 | 156.81 | wind | 3.0 | 1440 | > th | dose independent | rect. | 14 | 23 |
536 | 156.84 | wind | 5.0 | 1440 | < th | dose dependent | rect. | 24 | 23 |
581 | 156.92 | wind | 3.0 | 1440 | > th | dose independent | rect. | 21 | 18 |
601 | 156.95 | wind | 5.0 | 1440 | < th | dose dependent | rect. | 21 | 23 |
622 | 157.00 | wind | 3.0 | 1440 | > th | dose independent | rect. | 17 | 13 |
652 | 157.05 | wind | 3.0 | 1440 | < th | dose independent | rect. | 24 | 23 |
669 | 157.07 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 17 | 6 |
673 | 157.08 | wind | 3.0 | 1440 | > th | dose independent | no | NA | NA |
698 | 157.12 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 13 | 22 |
701 | 157.13 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
728 | 157.17 | wind | 3.0 | 1440 | < th | dose independent | rect. | 21 | 23 |
733 | 157.18 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 22 | 5 |
738 | 157.19 | wind | 3.0 | 1440 | < th | dose independent | rect. | 14 | 23 |
744 | 157.20 | wind | 5.0 | 1440 | < th | dose independent | rect. | 17 | 15 |
757 | 157.21 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 13 | 22 |
761 | 157.22 | wind | 5.0 | 1440 | < th | dose dependent | no | NA | NA |
836 | 157.32 | wind | 3.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
848 | 157.34 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 5 | NA |
856 | 157.34 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 24 | 23 |
866 | 157.35 | wind | 5.0 | 1440 | < th | dose dependent | rect. | 4 | 23 |
919 | 157.41 | wind | 3.0 | 1440 | < th | dose independent | rect. | 21 | 18 |
937 | 157.44 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 5 |
941 | 157.44 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 5 |
951 | 157.45 | wind | 3.0 | 1440 | < th | dose independent | no | NA | NA |
958 | 157.46 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
961 | 157.46 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
990 | 157.50 | wind | 1.0 | 1440 | > th | dose dependent | rect. | 21 | 23 |
995 | 157.51 | wind | 1.0 | 1440 | > th | dose dependent | no | NA | NA |