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Os01g0358300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Tetratricopeptide-like helical 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64.04 | 0.376 | 9.75 | -1.48 | 0.321 | -0.532 | 0.312 | -1.21 | -0.859 | 1.37 | 0.2358 | 4453 | -- | -- |
63.86 | 0.372 | 9.73 | -1.5 | 0.303 | -0.736 | 0.297 | -- | -0.879 | 1.09 | 0.3495 | 6650 | -- | -- |
64.42 | 0.374 | 9.75 | -1.5 | 0.323 | -0.528 | -- | -1.19 | -0.859 | 1.56 | 0.2372 | 4465 | -- | -- |
62.69 | 0.369 | 9.75 | -1.45 | 0.352 | -0.741 | -- | -- | -0.946 | 1.38 | 0.4182 | 19757 | -- | -- |
67.44 | 0.382 | 9.75 | -1.55 | -- | -0.494 | -- | -1.09 | -0.887 | -- | 0.1758 | 16924 | -- | -- |
76.54 | 0.41 | 9.71 | -1.7 | 0.312 | -- | 0.205 | -- | -0.794 | 1.4 | -- | -- | -- | -- |
76.7 | 0.41 | 9.71 | -1.71 | 0.313 | -- | -- | -- | -0.795 | 1.56 | -- | -- | -- | -- |
67.95 | 0.384 | 9.73 | -1.43 | -- | -0.761 | -- | -- | -0.898 | -- | 0.4276 | 20025 | -- | -- |
86.87 | 0.434 | 9.73 | -- | 0.269 | -1.1 | -- | -- | -0.87 | 1.28 | 1.047 | 47520 | -- | -- |
82.71 | 0.425 | 9.71 | -1.7 | -- | -- | -- | -- | -0.789 | -- | -- | -- | -- | -- |
153.63 | 0.58 | 9.67 | -- | 0.283 | -- | -- | -- | -0.605 | 1.36 | -- | -- | -- | -- |
91.34 | 0.445 | 9.72 | -- | -- | -1.11 | -- | -- | -0.866 | -- | 1.02 | 47520 | -- | -- |
158.57 | 0.588 | 9.66 | -- | -- | -- | -- | -- | -0.601 | -- | -- | -- | -- | -- |
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 |
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1 | 62.08 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 5 | 1 |
2 | 62.10 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 3 |
3 | 62.10 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 3 |
4 | 62.12 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 3 |
5 | 62.42 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 5 | 1 |
6 | 62.57 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 3 |
7 | 62.58 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 16 |
8 | 62.58 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 16 |
9 | 62.59 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 16 |
13 | 62.66 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
14 | 62.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 6 |
15 | 62.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 6 |
16 | 62.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 6 |
17 | 62.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
18 | 62.69 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 3 |
26 | 62.71 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 16 |
28 | 62.72 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 13 |
31 | 62.74 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 13 |
35 | 62.74 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 13 |
97 | 62.93 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 23 | NA |
98 | 62.93 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 23 | NA |
104 | 62.93 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 23 | NA |
124 | 62.96 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 19 |
129 | 62.96 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 19 |
144 | 62.99 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 19 |
259 | 63.18 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
282 | 63.23 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
319 | 63.33 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
328 | 63.35 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 23 |
386 | 63.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 16 |
440 | 63.49 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
446 | 63.49 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 23 |
459 | 63.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 23 |
515 | 63.59 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 17 | 17 |
597 | 63.67 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
690 | 63.78 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 17 | 2 |
741 | 63.83 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 17 | 15 |
756 | 63.86 | wind | 1.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
796 | 63.91 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
950 | 64.08 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 6 | 2 |