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Os01g0740600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Transferrin receptor-like dimerisation region 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
92.37 | 0.452 | 11.1 | 1.85 | 1.69 | 0.822 | -0.964 | -2.98 | 0.57 | 14.8 | 25.1 | 1334 | -- | -- |
102.13 | 0.471 | 11 | 2.67 | 1.59 | 0.634 | -0.832 | -- | 0.791 | 14.8 | 24.5 | 1547 | -- | -- |
94.77 | 0.453 | 11.1 | 1.8 | 1.62 | 0.803 | -- | -3.07 | 0.556 | 14.7 | 25.55 | 1451 | -- | -- |
103.17 | 0.473 | 11 | 2.74 | 1.67 | 0.567 | -- | -- | 0.856 | 14.7 | 24.4 | 1265 | -- | -- |
183.71 | 0.635 | 11 | 2.47 | -- | 0.877 | -- | -0.828 | 0.609 | -- | 25.55 | 1451 | -- | -- |
113.03 | 0.498 | 10.9 | 2.94 | 1.58 | -- | -0.706 | -- | 1.07 | 14.8 | -- | -- | -- | -- |
114.73 | 0.502 | 10.9 | 2.93 | 1.57 | -- | -- | -- | 1.07 | 14.7 | -- | -- | -- | -- |
170.85 | 0.611 | 11 | 2.66 | -- | 0.919 | -- | -- | 0.766 | -- | 25.7 | 1731 | -- | -- |
117.05 | 0.504 | 11.1 | -- | 1.6 | 2.34 | -- | -- | 0.166 | 14.7 | 18.68 | 47520 | -- | -- |
258.8 | 0.752 | 10.9 | 2.86 | -- | -- | -- | -- | 1.03 | -- | -- | -- | -- | -- |
340.31 | 0.863 | 11 | -- | 1.52 | -- | -- | -- | 0.741 | 14.7 | -- | -- | -- | -- |
266.95 | 0.761 | 11.1 | -- | -- | 2.27 | -- | -- | 0.158 | -- | 18.58 | 47520 | -- | -- |
474.33 | 1.02 | 11 | -- | -- | -- | -- | -- | 0.71 | -- | -- | -- | -- | -- |
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 | 87.83 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
2 | 87.86 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
3 | 89.28 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 8 | 5 |
4 | 89.32 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 8 | 5 |
12 | 90.81 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 8 | 2 |
13 | 90.86 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 24 | 5 |
15 | 90.87 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 6 |
16 | 90.88 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 9 | 4 |
21 | 91.06 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 20 | 9 |
27 | 91.23 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 20 | 9 |
33 | 91.32 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 22 | 7 |
40 | 91.40 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 24 | 5 |
49 | 91.47 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 4 | 1 |
59 | 91.47 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
69 | 91.51 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
70 | 91.51 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
71 | 91.56 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
74 | 91.58 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 3 | 2 |
91 | 91.83 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
98 | 91.89 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 4 |
100 | 91.92 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 9 | 18 |
103 | 91.96 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 9 | 20 |
113 | 92.12 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 9 | 18 |
123 | 92.18 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 9 | 20 |
163 | 92.28 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
168 | 92.29 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 24 | 7 |
169 | 92.29 | radiation | 30.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
195 | 92.39 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 20 | 20 |
199 | 92.41 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 23 | 1 |
200 | 92.42 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 21 | 18 |
254 | 92.61 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 21 | 22 |
255 | 92.61 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 17 | 23 |
289 | 92.69 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 21 | 18 |
290 | 92.69 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
297 | 92.70 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 7 | 2 |
330 | 92.75 | temperature | 25.0 | 1440 | > th | dose independent | no | NA | NA |
336 | 92.75 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 20 | 8 |
345 | 92.78 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 17 | 23 |
357 | 92.81 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 13 | 23 |
358 | 92.81 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 4 | 23 |
374 | 92.86 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 8 |
382 | 92.88 | temperature | 25.0 | 1440 | < th | dose independent | no | NA | NA |
386 | 92.88 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 13 | 14 |
392 | 92.89 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 18 | 13 |
399 | 92.91 | wind | 7.0 | 43200 | < th | dose independent | rect. | 16 | 2 |
425 | 92.93 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
427 | 92.93 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 5 |
433 | 92.93 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 17 |
435 | 92.94 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 24 | 9 |
438 | 92.94 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 13 | 23 |
449 | 92.96 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
461 | 92.97 | wind | 7.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
471 | 92.98 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 3 |
480 | 92.99 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
485 | 93.00 | temperature | 25.0 | 1440 | > th | dose independent | sin | 16 | NA |
486 | 93.00 | wind | 7.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
491 | 93.00 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 8 |
502 | 93.02 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 14 | 1 |
510 | 93.03 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
525 | 93.04 | temperature | 25.0 | 1440 | < th | dose independent | sin | 16 | NA |
580 | 93.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 1 | 5 |
586 | 93.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 1 | 5 |
593 | 93.09 | wind | 7.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
605 | 93.12 | wind | 7.0 | 43200 | > th | dose independent | rect. | 13 | 5 |
629 | 93.15 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 14 | 2 |
648 | 93.18 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
653 | 93.19 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 1 | 5 |
690 | 93.25 | wind | 7.0 | 43200 | < th | dose independent | rect. | 13 | 5 |
720 | 93.32 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
735 | 93.37 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 11 |
743 | 93.38 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 15 |
750 | 93.40 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 8 |
760 | 93.42 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 2 |
764 | 93.42 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 15 | 6 |
774 | 93.44 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 7 |
786 | 93.45 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 1 | 5 |
843 | 93.54 | temperature | 25.0 | 90 | > th | dose independent | rect. | 23 | 19 |
853 | 93.55 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
866 | 93.57 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
907 | 93.63 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
915 | 93.64 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
919 | 93.64 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 7 |
920 | 93.65 | temperature | 15.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
925 | 93.67 | radiation | 30.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
947 | 93.69 | radiation | 40.0 | 43200 | < th | dose independent | sin | 13 | NA |
962 | 93.72 | radiation | 10.0 | 43200 | < th | dose independent | sin | 11 | NA |