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Os01g0741900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Auxin-responsive protein IAA26 (Indoleacetic acid-induced protein 26) (Phytochrome-associated protein 1).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
149.47 | 0.574 | 9.92 | -1.68 | 1.2 | 1.57 | -0.0157 | 0.588 | 0.347 | 0.948 | 11.06 | 12 | -- | -- |
149.89 | 0.57 | 9.93 | -1.67 | 1.2 | 1.58 | 0.634 | -- | 0.343 | 0.908 | 11.38 | 12 | -- | -- |
149.53 | 0.57 | 9.93 | -1.68 | 1.21 | 1.56 | -- | 0.572 | 0.356 | 0.908 | 11.27 | 14 | -- | -- |
151.35 | 0.573 | 9.93 | -1.69 | 1.18 | 1.59 | -- | -- | 0.345 | 0.963 | 11.51 | 12 | -- | -- |
169.21 | 0.606 | 9.9 | -1.66 | -- | 2.43 | -- | 0.535 | 0.393 | -- | 11.37 | 12 | -- | -- |
188.8 | 0.644 | 9.97 | -1.66 | 2.93 | -- | 0.728 | -- | 0.283 | 0.283 | -- | -- | -- | -- |
191.09 | 0.647 | 9.98 | -1.68 | 2.93 | -- | -- | -- | 0.279 | 0.296 | -- | -- | -- | -- |
167.68 | 0.603 | 9.88 | -1.68 | -- | 2.46 | -- | -- | 0.47 | -- | 11.99 | 48 | -- | -- |
225.06 | 0.699 | 9.89 | -- | 1.18 | 1.6 | -- | -- | 0.536 | 0.743 | 13.8 | 14 | -- | -- |
729.73 | 1.26 | 9.92 | -1.59 | -- | -- | -- | -- | 0.325 | -- | -- | -- | -- | -- |
265.91 | 0.763 | 9.93 | -- | 2.9 | -- | -- | -- | 0.467 | 0.265 | -- | -- | -- | -- |
240.28 | 0.722 | 9.84 | -- | -- | 2.49 | -- | -- | 0.654 | -- | 14.07 | 47 | -- | -- |
796.23 | 1.32 | 9.88 | -- | -- | -- | -- | -- | 0.501 | -- | -- | -- | -- | -- |
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 | 148.91 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 1 | 23 |
2 | 148.93 | radiation | 1e+00 | 30 | > th | dose independent | sin | 23 | NA |
3 | 148.99 | radiation | 1e+00 | 30 | < th | dose independent | sin | 23 | NA |
5 | 149.81 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 13 | 23 |
6 | 149.82 | radiation | 1e+01 | 10 | < th | dose dependent | no | NA | NA |
7 | 149.85 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 11 | 23 |
8 | 149.86 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 15 | 23 |
9 | 150.04 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 9 | 23 |
10 | 150.44 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 17 | 23 |
16 | 150.74 | radiation | 2e+01 | 90 | < th | dose dependent | rect. | 17 | 22 |
29 | 151.56 | radiation | 1e+01 | 30 | < th | dose dependent | sin | 22 | NA |
30 | 151.58 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 3 | 23 |
70 | 153.80 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 7 | 23 |
91 | 154.69 | wind | 1e+00 | 43200 | > th | dose independent | rect. | 4 | 2 |
97 | 154.83 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 5 | 15 |
99 | 154.89 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 3 | 19 |
124 | 155.43 | radiation | 2e+01 | 90 | < th | dose dependent | rect. | 9 | 12 |
135 | 155.77 | radiation | 2e+01 | 90 | < th | dose dependent | rect. | 17 | 18 |
147 | 156.01 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 3 | 19 |
150 | 156.09 | radiation | 1e+01 | 30 | < th | dose dependent | rect. | 3 | 17 |
154 | 156.14 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 3 | 17 |
159 | 156.35 | radiation | 1e+01 | 10 | < th | dose dependent | rect. | 7 | 15 |
181 | 156.74 | radiation | 1e+01 | 30 | < th | dose dependent | rect. | 21 | 23 |
220 | 157.45 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 5 | 17 |
222 | 157.50 | radiation | 2e+01 | 90 | < th | dose dependent | rect. | 23 | 23 |
227 | 157.58 | radiation | 1e+01 | 90 | < th | dose independent | rect. | 9 | 12 |
240 | 157.74 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 4 | 2 |
308 | 158.62 | wind | 1e+00 | 43200 | > th | dose independent | rect. | 2 | 4 |
325 | 158.76 | humidity | 9e+01 | 90 | < th | dose dependent | rect. | 20 | 21 |
381 | 159.37 | wind | 5e+00 | 14400 | < th | dose dependent | rect. | 12 | 3 |
428 | 159.70 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 2 | 3 |
447 | 159.81 | radiation | 2e+01 | 270 | < th | dose independent | rect. | 24 | 20 |
460 | 159.95 | atmosphere | 1e+03 | 10 | > th | dose independent | rect. | 3 | 19 |
466 | 159.98 | wind | 5e+00 | 14400 | < th | dose independent | rect. | 14 | 1 |
468 | 159.98 | wind | 1e+00 | 43200 | < th | dose dependent | rect. | 2 | 5 |
473 | 160.00 | radiation | 1e+01 | 90 | > th | dose independent | rect. | 9 | 23 |
485 | 160.05 | atmosphere | 1e+03 | 270 | > th | dose independent | rect. | 1 | 19 |
487 | 160.07 | radiation | 4e+01 | 270 | < th | dose independent | rect. | 9 | 11 |
488 | 160.09 | wind | 1e+00 | 43200 | < th | dose independent | rect. | 2 | 5 |
493 | 160.13 | radiation | 1e+01 | 90 | < th | dose independent | rect. | 1 | 22 |
505 | 160.23 | radiation | 4e+01 | 270 | < th | dose independent | rect. | 24 | 21 |
523 | 160.35 | radiation | 1e+00 | 90 | > th | dose independent | rect. | 5 | 12 |
540 | 160.38 | radiation | 4e+01 | 270 | < th | dose dependent | rect. | 24 | 20 |
546 | 160.44 | radiation | 4e+01 | 270 | < th | dose independent | rect. | 1 | 19 |
550 | 160.46 | wind | 5e+00 | 14400 | > th | dose independent | rect. | 14 | 1 |
558 | 160.52 | humidity | 8e+01 | 43200 | > th | dose dependent | rect. | 13 | 1 |
568 | 160.55 | radiation | 2e+01 | 270 | < th | dose independent | rect. | 1 | 18 |
574 | 160.60 | precipitation | 1e-01 | 90 | < th | dose independent | rect. | 19 | 23 |
577 | 160.60 | precipitation | 1e-01 | 90 | < th | dose dependent | rect. | 19 | 23 |
578 | 160.61 | radiation | 1e+00 | 14400 | < th | dose dependent | rect. | 19 | 2 |
603 | 160.76 | atmosphere | 1e+03 | 30 | > th | dose independent | rect. | 3 | 17 |
620 | 160.83 | radiation | 1e+01 | 90 | < th | dose independent | rect. | 17 | 22 |
633 | 160.88 | radiation | 1e+01 | 90 | > th | dose independent | rect. | 11 | 23 |
661 | 161.02 | humidity | 8e+01 | 43200 | > th | dose independent | rect. | 20 | 21 |
675 | 161.08 | radiation | 1e+00 | 90 | > th | dose dependent | rect. | 11 | 23 |
688 | 161.19 | wind | 1e+00 | 43200 | > th | dose independent | rect. | 14 | 1 |
693 | 161.22 | precipitation | 1e-01 | 270 | < th | dose independent | rect. | 19 | 21 |
695 | 161.22 | precipitation | 1e-01 | 270 | < th | dose dependent | rect. | 19 | 21 |
708 | 161.29 | wind | 3e+00 | 14400 | > th | dose independent | rect. | 12 | 3 |
709 | 161.31 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 13 | 7 |
711 | 161.31 | humidity | 8e+01 | 90 | < th | dose independent | rect. | 6 | 11 |
723 | 161.33 | radiation | 1e+00 | 10 | < th | dose dependent | rect. | 13 | 7 |
732 | 161.35 | humidity | 8e+01 | 90 | < th | dose independent | rect. | 21 | 20 |
738 | 161.39 | wind | 1e+00 | 43200 | < th | dose dependent | rect. | 2 | 3 |
766 | 161.47 | humidity | 8e+01 | 43200 | > th | dose independent | rect. | 13 | 16 |
779 | 161.52 | wind | 5e+00 | 1440 | > th | dose dependent | rect. | 14 | 16 |
815 | 161.63 | wind | 1e+00 | 14400 | > th | dose dependent | rect. | 13 | 2 |
826 | 161.66 | radiation | 1e+01 | 90 | > th | dose independent | no | NA | NA |
911 | 161.68 | wind | 3e+00 | 43200 | < th | dose dependent | rect. | 4 | 1 |
953 | 161.81 | radiation | 1e+00 | 30 | < th | dose independent | rect. | 15 | 5 |
983 | 161.91 | radiation | 1e+00 | 10 | < th | dose dependent | rect. | 15 | 5 |
997 | 162.01 | humidity | 9e+01 | 14400 | > th | dose independent | rect. | 5 | 3 |