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Os08g0110400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF266, plant family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
58.03 | 0.358 | 12 | 1.24 | 0.842 | -1.09 | 0.634 | 3.17 | 0.335 | 6.33 | 19.69 | 2529 | -- | -- |
65.59 | 0.377 | 12.1 | 0.617 | 0.802 | -1.24 | 0.707 | -- | 0.229 | 6.55 | 14.09 | 9197 | -- | -- |
59.01 | 0.358 | 12 | 1.25 | 0.849 | -1.09 | -- | 3.18 | 0.335 | 6.33 | 19.65 | 2557 | -- | -- |
66.27 | 0.379 | 12.1 | 0.612 | 0.835 | -1.24 | -- | -- | 0.251 | 6.74 | 15.04 | 9068 | -- | -- |
86.72 | 0.434 | 12 | 1.29 | -- | -1.28 | -- | 3.55 | 0.378 | -- | 21.9 | 1978 | -- | -- |
92.04 | 0.45 | 12.1 | -0.0915 | 0.845 | -- | 0.6 | -- | -0.144 | 6.87 | -- | -- | -- | -- |
92.96 | 0.452 | 12.1 | -0.0806 | 0.847 | -- | -- | -- | -0.146 | 6.9 | -- | -- | -- | -- |
102.24 | 0.471 | 12.1 | 0.596 | -- | -1.22 | -- | -- | 0.238 | -- | 15.56 | 7813 | -- | -- |
70.12 | 0.39 | 12.1 | -- | 0.841 | -0.744 | -- | -- | 0.0783 | 6.76 | 22.2 | 7557 | -- | -- |
130.58 | 0.534 | 12.2 | -0.0627 | -- | -- | -- | -- | -0.13 | -- | -- | -- | -- | -- |
93.13 | 0.451 | 12.1 | -- | 0.846 | -- | -- | -- | -0.137 | 6.91 | -- | -- | -- | -- |
106.09 | 0.48 | 12.1 | -- | -- | -0.764 | -- | -- | 0.034 | -- | 22.6 | 6355 | -- | -- |
130.68 | 0.534 | 12.2 | -- | -- | -- | -- | -- | -0.123 | -- | -- | -- | -- | -- |
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 | 51.55 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
2 | 51.83 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
12 | 53.52 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 4 |
17 | 54.26 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 2 |
26 | 54.72 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
30 | 54.82 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 15 |
33 | 54.87 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 2 |
44 | 55.13 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 8 |
48 | 55.16 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
49 | 55.16 | humidity | 90 | 14400 | > th | dose dependent | rect. | 18 | 9 |
59 | 55.28 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 2 |
72 | 55.39 | humidity | 90 | 14400 | > th | dose dependent | rect. | 17 | 11 |
73 | 55.39 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 14 |
75 | 55.41 | humidity | 90 | 14400 | > th | dose dependent | sin | 13 | NA |
142 | 55.95 | temperature | 20 | 1440 | > th | dose dependent | sin | 11 | NA |
241 | 56.87 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 21 |
252 | 56.94 | wind | 7 | 43200 | > th | dose dependent | rect. | 5 | 10 |
256 | 56.96 | wind | 3 | 43200 | < th | dose dependent | rect. | 8 | 1 |
258 | 56.98 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
263 | 57.00 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 5 |
273 | 57.05 | wind | 9 | 43200 | < th | dose independent | rect. | 2 | 13 |
276 | 57.07 | wind | 9 | 43200 | < th | dose independent | rect. | 5 | 10 |
277 | 57.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 5 |
288 | 57.14 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 21 |
289 | 57.15 | wind | 9 | 43200 | < th | dose independent | rect. | 7 | 8 |
290 | 57.15 | wind | 9 | 43200 | < th | dose independent | rect. | 24 | 15 |
293 | 57.16 | wind | 9 | 43200 | > th | dose independent | rect. | 8 | 7 |
327 | 57.35 | wind | 9 | 43200 | > th | dose independent | rect. | 5 | 10 |
351 | 57.50 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 3 |
352 | 57.50 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 13 |
353 | 57.51 | wind | 9 | 43200 | > th | dose independent | rect. | 24 | 15 |
413 | 57.85 | wind | 7 | 43200 | > th | dose dependent | rect. | 24 | 15 |
428 | 57.91 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
429 | 57.91 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 10 |
431 | 57.91 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
438 | 57.98 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |
458 | 58.14 | humidity | 90 | 14400 | > th | dose dependent | rect. | 2 | 23 |
472 | 58.23 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 2 |
496 | 58.37 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 23 |
571 | 58.82 | humidity | 90 | 14400 | < th | dose independent | rect. | 17 | 10 |
607 | 58.97 | wind | 3 | 43200 | > th | dose independent | rect. | 8 | 6 |
609 | 58.97 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 1 |
613 | 58.98 | humidity | 80 | 43200 | < th | dose dependent | rect. | 21 | 2 |
616 | 59.00 | humidity | 90 | 14400 | > th | dose independent | rect. | 22 | 1 |
622 | 59.03 | radiation | 40 | 43200 | > th | dose dependent | rect. | 11 | 1 |
645 | 59.12 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 2 |
679 | 59.19 | humidity | 90 | 14400 | > th | dose independent | sin | 14 | NA |
680 | 59.19 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 1 |
681 | 59.19 | wind | 1 | 43200 | > th | dose dependent | rect. | 8 | 7 |
686 | 59.21 | wind | 3 | 43200 | < th | dose independent | rect. | 8 | 6 |
687 | 59.21 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 7 |
691 | 59.22 | wind | 9 | 43200 | < th | dose independent | rect. | 9 | 5 |
713 | 59.27 | wind | 7 | 43200 | > th | dose dependent | sin | 2 | NA |
716 | 59.28 | temperature | 25 | 1440 | < th | dose dependent | rect. | 2 | 3 |
736 | 59.32 | temperature | 20 | 4320 | < th | dose independent | rect. | 22 | 2 |
750 | 59.35 | radiation | 20 | 43200 | < th | dose independent | rect. | 8 | 1 |
757 | 59.35 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 15 |
787 | 59.41 | temperature | 30 | 1440 | < th | dose dependent | rect. | 2 | 7 |
828 | 59.48 | wind | 3 | 43200 | > th | dose dependent | rect. | 6 | 11 |
844 | 59.51 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 2 |
850 | 59.52 | radiation | 1 | 43200 | < th | dose dependent | rect. | 21 | 8 |
872 | 59.56 | humidity | 90 | 14400 | < th | dose independent | rect. | 20 | 5 |
909 | 59.61 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 7 |
977 | 59.71 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 7 |
987 | 59.72 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 2 |