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Os01g0187500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Zfwd3 protein (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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.64 | 0.273 | 11 | -1.08 | 0.641 | 0.407 | 0.771 | -0.847 | 0.0279 | 6.4 | 24.77 | 1263 | -- | -- |
34.07 | 0.272 | 11 | -0.864 | 0.644 | 0.313 | 0.766 | -- | 0.073 | 6.36 | 23.54 | 2664 | -- | -- |
35.02 | 0.276 | 11 | -1.02 | 0.638 | 0.387 | -- | -0.589 | 0.0244 | 6.31 | 23.82 | 1285 | -- | -- |
35.3 | 0.277 | 11 | -0.877 | 0.65 | 0.333 | -- | -- | 0.0767 | 6.17 | 23.99 | 5582 | -- | -- |
56.16 | 0.349 | 11 | -1 | -- | 0.438 | -- | -0.523 | 0.0309 | -- | 23.9 | 1314 | -- | -- |
37.59 | 0.287 | 10.9 | -0.754 | 0.659 | -- | 0.785 | -- | 0.126 | 6.1 | -- | -- | -- | -- |
39.1 | 0.293 | 10.9 | -0.746 | 0.663 | -- | -- | -- | 0.123 | 6.03 | -- | -- | -- | -- |
56.32 | 0.35 | 11 | -0.857 | -- | 0.4 | -- | -- | 0.0563 | -- | 23.7 | 1310 | -- | -- |
52.62 | 0.338 | 10.9 | -- | 0.642 | 0.137 | -- | -- | 0.21 | 6.1 | 32.7 | 6822 | -- | -- |
61.91 | 0.368 | 11 | -0.727 | -- | -- | -- | -- | 0.138 | -- | -- | -- | -- | -- |
53.77 | 0.343 | 10.9 | -- | 0.652 | -- | -- | -- | 0.206 | 6.09 | -- | -- | -- | -- |
71.45 | 0.395 | 10.9 | -- | -- | -0.413 | -- | -- | 0.257 | -- | 24.1 | 1301 | -- | -- |
75.85 | 0.407 | 10.9 | -- | -- | -- | -- | -- | 0.218 | -- | -- | -- | -- | -- |
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 | 30.68 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
2 | 30.68 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
3 | 32.05 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
4 | 32.05 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
5 | 32.06 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 8 |
7 | 32.18 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 7 |
9 | 32.20 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 5 |
10 | 32.20 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 5 |
11 | 32.20 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 5 |
15 | 32.23 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 9 |
16 | 32.26 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 5 |
17 | 32.28 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 13 | 6 |
18 | 32.28 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 12 |
19 | 32.29 | wind | 9.0 | 43200 | > th | dose independent | rect. | 11 | 12 |
21 | 32.31 | wind | 9.0 | 43200 | > th | dose independent | rect. | 11 | 8 |
32 | 32.33 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 7 |
41 | 32.37 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 4 |
44 | 32.39 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 2 |
47 | 32.39 | wind | 9.0 | 43200 | < th | dose independent | rect. | 11 | 8 |
49 | 32.39 | wind | 9.0 | 43200 | < th | dose independent | rect. | 11 | 11 |
59 | 32.43 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
63 | 32.45 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
83 | 32.49 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
86 | 32.49 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 8 |
93 | 32.51 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 15 | 2 |
119 | 32.59 | wind | 5.0 | 4320 | > th | dose independent | rect. | 24 | 1 |
120 | 32.59 | wind | 5.0 | 4320 | < th | dose independent | rect. | 24 | 1 |
133 | 32.61 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
146 | 32.64 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
151 | 32.65 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 8 |
155 | 32.66 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
190 | 32.77 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 8 |
225 | 32.91 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
230 | 32.92 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 5 | 1 |
233 | 32.92 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
238 | 32.93 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
240 | 32.93 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 14 |
243 | 32.94 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
257 | 32.97 | wind | 9.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
268 | 32.99 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
272 | 32.99 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 11 |
274 | 33.00 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
284 | 33.01 | wind | 9.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
292 | 33.01 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 7 |
299 | 33.02 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 22 | 1 |
313 | 33.03 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
314 | 33.03 | wind | 5.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
316 | 33.03 | wind | 5.0 | 43200 | > th | dose independent | rect. | 10 | 4 |
325 | 33.03 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 7 | 8 |
333 | 33.04 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 7 | 7 |
334 | 33.04 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 7 | 7 |
341 | 33.05 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
345 | 33.05 | wind | 5.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
355 | 33.06 | wind | 5.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
362 | 33.07 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
363 | 33.07 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
366 | 33.07 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 4 |
386 | 33.09 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
402 | 33.10 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
407 | 33.10 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 4 | 2 |
413 | 33.10 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 19 | 11 |
414 | 33.10 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
427 | 33.10 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 21 | 11 |
428 | 33.11 | wind | 9.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
470 | 33.13 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 22 | 9 |
487 | 33.14 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
524 | 33.15 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 23 | 1 |
525 | 33.15 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 6 | 2 |
550 | 33.16 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 7 | 4 |
590 | 33.17 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 22 | 9 |
614 | 33.18 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 21 | 11 |
621 | 33.18 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 4 |
624 | 33.19 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 24 | 1 |
651 | 33.19 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 17 | 2 |
655 | 33.20 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
657 | 33.20 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 4 | 1 |
688 | 33.20 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 19 |
690 | 33.20 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
706 | 33.21 | temperature | 20.0 | 43200 | < th | dose independent | sin | 10 | NA |
754 | 33.21 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 17 |
800 | 33.23 | wind | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
812 | 33.23 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 5 | 5 |
841 | 33.23 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 24 | 1 |
847 | 33.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 5 | 11 |
852 | 33.24 | temperature | 20.0 | 43200 | > th | dose independent | sin | 10 | NA |
938 | 33.25 | temperature | 20.0 | 14400 | < th | dose dependent | sin | 7 | NA |
939 | 33.25 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 18 | 3 |
947 | 33.25 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 18 | 7 |
976 | 33.26 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 14 | 12 |
996 | 33.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 19 |