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Os03g0795900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Heat shock transcription factor 31 (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 = temperature,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.52 | 0.218 | 12.6 | 0.581 | 0.348 | 0.68 | -0.438 | 0.284 | 0.178 | 18.3 | 20.4 | 27 | -- | -- |
21.6 | 0.216 | 12.6 | 0.537 | 0.354 | 0.687 | -0.437 | -- | 0.166 | 18.3 | 20.5 | 26 | -- | -- |
21.92 | 0.218 | 12.6 | 0.55 | 0.337 | 0.708 | -- | 0.115 | 0.162 | 18.7 | 20.52 | 26 | -- | -- |
21.93 | 0.218 | 12.6 | 0.533 | 0.341 | 0.716 | -- | -- | 0.158 | 18.7 | 20.6 | 26 | -- | -- |
26.23 | 0.239 | 12.6 | 0.476 | -- | 0.85 | -- | -0.0693 | 0.134 | -- | 20.72 | 145 | -- | -- |
29.39 | 0.254 | 12.6 | 0.685 | 0.529 | -- | -0.296 | -- | 0.282 | 16.9 | -- | -- | -- | -- |
29.61 | 0.255 | 12.6 | 0.684 | 0.527 | -- | -- | -- | 0.281 | 16.9 | -- | -- | -- | -- |
26.23 | 0.239 | 12.6 | 0.491 | -- | 0.851 | -- | -- | 0.133 | -- | 20.79 | 145 | -- | -- |
28.76 | 0.25 | 12.7 | -- | 0.306 | 0.973 | -- | -- | 0.0716 | 19.3 | 17.4 | 47 | -- | -- |
44.25 | 0.311 | 12.6 | 0.665 | -- | -- | -- | -- | 0.267 | -- | -- | -- | -- | -- |
41.95 | 0.303 | 12.6 | -- | 0.515 | -- | -- | -- | 0.204 | 17 | -- | -- | -- | -- |
31.96 | 0.263 | 12.6 | -- | -- | 1.06 | -- | -- | 0.0568 | -- | 17.6 | 216 | -- | -- |
55.9 | 0.349 | 12.6 | -- | -- | -- | -- | -- | 0.193 | -- | -- | -- | -- | -- |
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 | 20.64 | temperature | 30 | 90 | < th | dose dependent | rect. | 24 | 23 |
3 | 20.99 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 23 |
5 | 21.11 | temperature | 15 | 90 | > th | dose dependent | rect. | 6 | 23 |
6 | 21.12 | temperature | 20 | 30 | > th | dose dependent | rect. | 23 | 23 |
10 | 21.19 | temperature | 20 | 10 | > th | dose dependent | rect. | 13 | 23 |
11 | 21.21 | temperature | 20 | 90 | > th | dose dependent | rect. | 13 | 23 |
16 | 21.27 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
18 | 21.28 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
26 | 21.42 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 23 |
31 | 21.53 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
32 | 21.54 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 21 |
34 | 21.55 | temperature | 20 | 30 | > th | dose dependent | no | NA | NA |
45 | 21.62 | temperature | 20 | 30 | > th | dose dependent | rect. | 3 | 23 |
59 | 21.73 | temperature | 30 | 30 | < th | dose dependent | rect. | 11 | 23 |
68 | 21.81 | temperature | 20 | 90 | > th | dose dependent | rect. | 23 | 12 |
71 | 21.83 | temperature | 30 | 30 | < th | dose dependent | no | NA | NA |
73 | 21.83 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 23 |
82 | 21.90 | temperature | 30 | 30 | < th | dose dependent | rect. | 15 | 23 |
86 | 21.91 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
102 | 21.97 | temperature | 10 | 720 | > th | dose dependent | rect. | 13 | 20 |
103 | 21.97 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 21 |
113 | 22.03 | temperature | 30 | 30 | < th | dose dependent | rect. | 19 | 23 |
121 | 22.07 | temperature | 30 | 30 | < th | dose dependent | rect. | 5 | 23 |
137 | 22.11 | temperature | 15 | 270 | > th | dose dependent | rect. | 18 | 23 |
141 | 22.13 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 2 |
166 | 22.19 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
172 | 22.21 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 21 |
186 | 22.25 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 12 |
194 | 22.26 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 8 |
195 | 22.26 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 10 |
220 | 22.29 | temperature | 15 | 270 | > th | dose dependent | rect. | 21 | 12 |
247 | 22.32 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 7 |
281 | 22.34 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
297 | 22.36 | temperature | 20 | 90 | > th | dose dependent | sin | 7 | NA |
298 | 22.36 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 1 |
299 | 22.36 | temperature | 20 | 1440 | > th | dose dependent | rect. | 22 | 7 |
325 | 22.38 | temperature | 20 | 1440 | > th | dose dependent | sin | 11 | NA |
326 | 22.38 | temperature | 15 | 1440 | > th | dose dependent | rect. | 20 | 1 |
342 | 22.39 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 4 |
376 | 22.40 | temperature | 20 | 720 | > th | dose dependent | rect. | 20 | 15 |
494 | 22.49 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 1 |
557 | 22.52 | temperature | 20 | 90 | > th | dose dependent | rect. | 9 | 23 |
635 | 22.58 | temperature | 10 | 1440 | > th | dose dependent | sin | 12 | NA |
638 | 22.58 | temperature | 30 | 1440 | < th | dose dependent | sin | 13 | NA |
639 | 22.58 | temperature | 30 | 30 | < th | dose dependent | sin | 6 | NA |
971 | 22.74 | temperature | 25 | 90 | > th | dose independent | rect. | 23 | 20 |