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Os08g0136700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF26 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
115.77 | 0.506 | 3.05 | -0.0378 | 0.0576 | 0.418 | 0.0655 | 0.833 | 0.0767 | 10.6 | 19.99 | 34 | -- | -- |
119.05 | 0.508 | 3.05 | 0.103 | 0.0523 | 0.387 | -0.139 | -- | 0.0855 | 9.78 | 19.9 | 30 | -- | -- |
115.79 | 0.501 | 3.05 | -0.0326 | 0.0575 | 0.416 | -- | 0.815 | 0.0772 | 10.3 | 19.99 | 33 | -- | -- |
119 | 0.508 | 3.03 | 0.113 | 0.0666 | 0.377 | -- | -- | 0.104 | 9.61 | 19.94 | 30 | -- | -- |
115.98 | 0.502 | 3.05 | -0.0362 | -- | 0.402 | -- | 0.81 | 0.0748 | -- | 19.98 | 33 | -- | -- |
123.58 | 0.521 | 3.05 | 0.0122 | 0.0731 | -- | 0.365 | -- | 0.0443 | 3.48 | -- | -- | -- | -- |
123.98 | 0.521 | 3.05 | 0.00585 | 0.0773 | -- | -- | -- | 0.0421 | 4.12 | -- | -- | -- | -- |
119.16 | 0.508 | 3.04 | 0.0974 | -- | 0.353 | -- | -- | 0.105 | -- | 19.97 | 30 | -- | -- |
119.23 | 0.509 | 3.04 | -- | 0.0544 | 0.345 | -- | -- | 0.0928 | 8.54 | 19.93 | 30 | -- | -- |
124.31 | 0.521 | 3.05 | 0.00897 | -- | -- | -- | -- | 0.0442 | -- | -- | -- | -- | -- |
123.98 | 0.521 | 3.05 | -- | 0.0774 | -- | -- | -- | 0.0415 | 4.12 | -- | -- | -- | -- |
119.4 | 0.509 | 3.04 | -- | -- | 0.338 | -- | -- | 0.092 | -- | 19.95 | 30 | -- | -- |
124.31 | 0.52 | 3.05 | -- | -- | -- | -- | -- | 0.0432 | -- | -- | -- | -- | -- |
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 | 108.49 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 8 | 13 |
5 | 108.62 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 18 | 3 |
8 | 108.67 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 15 | 6 |
12 | 109.29 | temperature | 20.0 | 90 | < th | dose independent | rect. | 19 | 2 |
14 | 109.76 | temperature | 20.0 | 90 | < th | dose independent | rect. | 9 | 13 |
18 | 109.83 | temperature | 20.0 | 90 | < th | dose independent | rect. | 13 | 9 |
20 | 109.84 | temperature | 20.0 | 90 | < th | dose independent | rect. | 18 | 4 |
21 | 109.84 | temperature | 20.0 | 90 | < th | dose independent | rect. | 16 | 6 |
61 | 111.62 | temperature | 20.0 | 30 | < th | dose independent | rect. | 2 | 21 |
65 | 112.14 | temperature | 20.0 | 30 | > th | dose independent | sin | 21 | NA |
66 | 112.15 | temperature | 20.0 | 30 | < th | dose independent | sin | 21 | NA |
109 | 113.08 | temperature | 20.0 | 30 | < th | dose independent | rect. | 24 | 23 |
136 | 113.28 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 6 | 16 |
152 | 113.41 | temperature | 20.0 | 30 | > th | dose independent | rect. | 8 | 23 |
168 | 113.64 | wind | 7.0 | 720 | > th | dose independent | rect. | 19 | 14 |
192 | 113.97 | wind | 5.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
193 | 113.98 | wind | 5.0 | 90 | > th | dose independent | rect. | 2 | 1 |
194 | 113.99 | temperature | 20.0 | 30 | > th | dose independent | rect. | 10 | 21 |
213 | 114.36 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 2 | 20 |
215 | 114.41 | wind | 7.0 | 720 | > th | dose dependent | rect. | 19 | 14 |
240 | 115.01 | wind | 7.0 | 720 | > th | dose independent | rect. | 19 | 6 |
260 | 115.10 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
262 | 115.14 | wind | 5.0 | 10 | > th | dose dependent | rect. | 20 | 1 |
273 | 115.16 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 3 |
279 | 115.17 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 3 |
284 | 115.17 | temperature | 20.0 | 30 | > th | dose independent | rect. | 23 | 23 |
290 | 115.19 | temperature | 20.0 | 30 | < th | dose independent | rect. | 19 | 11 |
302 | 115.21 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 1 |
306 | 115.21 | temperature | 20.0 | 30 | < th | dose independent | rect. | 15 | 15 |
344 | 115.24 | temperature | 20.0 | 30 | < th | dose independent | rect. | 9 | 21 |
352 | 115.25 | temperature | 20.0 | 30 | < th | dose independent | rect. | 11 | 19 |
355 | 115.25 | wind | 7.0 | 720 | > th | dose dependent | rect. | 19 | 6 |
365 | 115.26 | temperature | 20.0 | 10 | < th | dose dependent | sin | 22 | NA |
373 | 115.27 | wind | 5.0 | 720 | > th | dose dependent | rect. | 2 | 1 |
416 | 115.37 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 13 | 18 |
443 | 115.52 | wind | 5.0 | 720 | > th | dose dependent | sin | 10 | NA |
450 | 115.57 | wind | 5.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
467 | 115.63 | wind | 5.0 | 720 | > th | dose independent | rect. | 1 | 2 |
476 | 115.66 | wind | 7.0 | 720 | > th | dose independent | rect. | 24 | 9 |
514 | 115.76 | wind | 5.0 | 720 | < th | dose independent | rect. | 23 | 8 |
517 | 115.76 | temperature | 20.0 | 30 | < th | dose independent | rect. | 17 | 22 |
525 | 115.77 | temperature | 20.0 | 30 | < th | dose independent | rect. | 13 | 21 |
533 | 115.78 | temperature | 20.0 | 30 | < th | dose independent | rect. | 19 | 17 |
544 | 115.79 | temperature | 20.0 | 30 | < th | dose independent | no | NA | NA |
559 | 115.79 | temperature | 20.0 | 30 | < th | dose independent | rect. | 19 | 23 |
566 | 115.80 | temperature | 20.0 | 30 | > th | dose independent | rect. | 16 | 15 |
591 | 115.83 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 22 | 1 |
600 | 115.83 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 22 | 1 |
603 | 115.84 | wind | 5.0 | 720 | > th | dose independent | sin | 9 | NA |
625 | 115.87 | temperature | 20.0 | 30 | < th | dose independent | rect. | 5 | 23 |
633 | 115.88 | temperature | 20.0 | 30 | < th | dose independent | rect. | 21 | 23 |
644 | 115.90 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 13 | 6 |
680 | 115.99 | wind | 5.0 | 720 | > th | dose independent | rect. | 23 | 6 |
707 | 116.06 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 2 |
741 | 116.15 | wind | 5.0 | 720 | < th | dose independent | sin | 9 | NA |
784 | 116.20 | wind | 5.0 | 720 | < th | dose independent | rect. | 23 | 10 |
797 | 116.21 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 12 | 6 |
817 | 116.22 | temperature | 20.0 | 30 | > th | dose independent | no | NA | NA |
848 | 116.26 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 15 | 1 |
849 | 116.26 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 3 |
851 | 116.27 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 3 |
857 | 116.28 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 15 | 1 |
865 | 116.30 | wind | 7.0 | 720 | > th | dose dependent | rect. | 19 | 3 |
866 | 116.30 | wind | 1.0 | 90 | < th | dose dependent | rect. | 17 | 4 |
872 | 116.32 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 11 | 4 |
880 | 116.34 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
889 | 116.35 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 12 | 6 |
907 | 116.39 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 7 |
929 | 116.42 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 20 | 3 |
931 | 116.42 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 20 | 3 |
936 | 116.43 | wind | 1.0 | 90 | < th | dose dependent | rect. | 20 | 1 |
965 | 116.48 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 12 | 3 |
988 | 116.51 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 13 |
997 | 116.52 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 10 |