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Os04g0498200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cytochrome c oxidase subunit 6b.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.94 | 0.253 | 12.1 | -0.668 | 0.247 | 0.16 | 0.00647 | -1.22 | -0.0705 | 2.31 | 19.2 | 2057 | -- | -- |
30.9 | 0.259 | 12.1 | -0.529 | 0.227 | 0.413 | -0.0601 | -- | -0.0419 | 2.16 | 18.6 | 2261 | -- | -- |
28.93 | 0.251 | 12.1 | -0.67 | 0.245 | 0.156 | -- | -1.21 | -0.0707 | 2.34 | 19.2 | 2093 | -- | -- |
30.82 | 0.259 | 12.1 | -0.538 | 0.23 | 0.475 | -- | -- | -0.0388 | 2.48 | 18.6 | 2205 | -- | -- |
32.3 | 0.265 | 12.1 | -0.683 | -- | 0.187 | -- | -1.18 | -0.0756 | -- | 19 | 2273 | -- | -- |
34.17 | 0.274 | 12 | -0.334 | 0.251 | -- | -0.0507 | -- | 0.0396 | 2.28 | -- | -- | -- | -- |
34.18 | 0.274 | 12 | -0.332 | 0.251 | -- | -- | -- | 0.0399 | 2.23 | -- | -- | -- | -- |
33.67 | 0.27 | 12.1 | -0.549 | -- | 0.511 | -- | -- | -0.044 | -- | 18.4 | 2381 | -- | -- |
36.32 | 0.281 | 12 | -- | 0.246 | 0.335 | -- | -- | 0.0549 | 2.17 | 17.39 | 1715 | -- | -- |
37.93 | 0.288 | 12 | -0.322 | -- | -- | -- | -- | 0.046 | -- | -- | -- | -- | -- |
37.09 | 0.285 | 12 | -- | 0.245 | -- | -- | -- | 0.0769 | 2.21 | -- | -- | -- | -- |
39.24 | 0.292 | 12 | -- | -- | 0.329 | -- | -- | 0.0527 | -- | 18.2 | 1022 | -- | -- |
40.66 | 0.298 | 12 | -- | -- | -- | -- | -- | 0.0817 | -- | -- | -- | -- | -- |
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 | 27.15 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 4 |
2 | 27.25 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 4 |
4 | 27.28 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 2 |
6 | 27.33 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 2 |
9 | 27.52 | wind | 5 | 4320 | > th | dose dependent | rect. | 18 | 1 |
11 | 27.69 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 4 |
14 | 27.78 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 1 |
21 | 27.86 | radiation | 10 | 4320 | < th | dose dependent | rect. | 3 | 2 |
24 | 27.94 | wind | 7 | 4320 | < th | dose independent | rect. | 18 | 1 |
28 | 27.99 | wind | 7 | 4320 | > th | dose independent | rect. | 18 | 1 |
76 | 28.42 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
78 | 28.42 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
100 | 28.53 | radiation | 20 | 14400 | < th | dose independent | rect. | 3 | 3 |
112 | 28.58 | radiation | 1 | 1440 | > th | dose independent | rect. | 12 | 2 |
113 | 28.58 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 4 |
144 | 28.67 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 3 |
148 | 28.67 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 3 |
250 | 28.90 | radiation | 30 | 4320 | < th | dose independent | rect. | 7 | 1 |
263 | 28.93 | humidity | 80 | 4320 | > th | dose dependent | rect. | 10 | 1 |
273 | 28.97 | humidity | 90 | 14400 | > th | dose independent | rect. | 5 | 2 |
281 | 28.98 | radiation | 30 | 4320 | < th | dose independent | rect. | 20 | 12 |
284 | 28.98 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 19 |
289 | 28.99 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
291 | 28.99 | radiation | 30 | 4320 | < th | dose independent | rect. | 22 | 10 |
295 | 28.99 | radiation | 10 | 4320 | < th | dose dependent | rect. | 1 | 4 |
304 | 29.01 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 8 |
331 | 29.06 | humidity | 80 | 14400 | > th | dose dependent | rect. | 5 | 2 |
339 | 29.09 | humidity | 90 | 14400 | > th | dose independent | rect. | 22 | 2 |
340 | 29.09 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 2 |
341 | 29.09 | radiation | 40 | 43200 | < th | dose dependent | rect. | 3 | 2 |
344 | 29.10 | wind | 7 | 4320 | > th | dose independent | sin | 16 | NA |
346 | 29.10 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 4 |
352 | 29.11 | humidity | 90 | 14400 | < th | dose independent | rect. | 22 | 1 |
365 | 29.12 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 13 |
368 | 29.12 | humidity | 90 | 14400 | > th | dose independent | rect. | 14 | 17 |
377 | 29.13 | humidity | 90 | 14400 | > th | dose independent | rect. | 17 | 15 |
401 | 29.15 | wind | 7 | 4320 | < th | dose independent | sin | 16 | NA |
402 | 29.15 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
411 | 29.16 | humidity | 90 | 14400 | < th | dose independent | rect. | 19 | 6 |
412 | 29.16 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 7 |
422 | 29.16 | humidity | 80 | 14400 | > th | dose dependent | rect. | 23 | 9 |
423 | 29.17 | humidity | 90 | 14400 | > th | dose independent | sin | 13 | NA |
425 | 29.17 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 3 |
447 | 29.18 | humidity | 90 | 14400 | > th | dose independent | sin | 7 | NA |
456 | 29.18 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 15 |
473 | 29.19 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 13 |
494 | 29.20 | radiation | 20 | 4320 | > th | dose dependent | rect. | 7 | 1 |
514 | 29.21 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 19 |
564 | 29.23 | humidity | 90 | 14400 | > th | dose independent | rect. | 14 | 14 |
567 | 29.23 | humidity | 90 | 14400 | < th | dose independent | rect. | 14 | 17 |
582 | 29.24 | humidity | 90 | 14400 | < th | dose independent | sin | 8 | NA |
583 | 29.24 | humidity | 90 | 14400 | < th | dose independent | sin | 13 | NA |
594 | 29.24 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 16 |
622 | 29.25 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 16 |
636 | 29.26 | temperature | 20 | 1440 | > th | dose independent | sin | 14 | NA |
645 | 29.26 | temperature | 20 | 720 | > th | dose independent | rect. | 18 | 19 |
658 | 29.27 | temperature | 20 | 1440 | < th | dose independent | sin | 14 | NA |
664 | 29.27 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 8 |
691 | 29.27 | humidity | 50 | 14400 | > th | dose dependent | rect. | 23 | 8 |
712 | 29.28 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 20 |
738 | 29.29 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 9 |
742 | 29.29 | temperature | 20 | 1440 | > th | dose independent | rect. | 15 | 13 |
767 | 29.30 | temperature | 20 | 1440 | > th | dose independent | rect. | 19 | 6 |
798 | 29.30 | humidity | 80 | 14400 | > th | dose dependent | sin | 9 | NA |
804 | 29.31 | temperature | 20 | 1440 | < th | dose independent | rect. | 19 | 6 |
813 | 29.31 | temperature | 20 | 1440 | < th | dose independent | rect. | 15 | 13 |
814 | 29.31 | humidity | 90 | 14400 | < th | dose independent | rect. | 14 | 13 |
841 | 29.31 | radiation | 40 | 43200 | < th | dose dependent | rect. | 23 | 6 |
844 | 29.31 | humidity | 80 | 14400 | > th | dose dependent | rect. | 17 | 14 |
881 | 29.32 | radiation | 40 | 43200 | < th | dose dependent | rect. | 1 | 4 |
902 | 29.33 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 15 |
903 | 29.33 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 15 |
938 | 29.33 | radiation | 10 | 4320 | < th | dose dependent | rect. | 19 | 10 |
947 | 29.34 | humidity | 90 | 14400 | > th | dose independent | rect. | 3 | 6 |