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Os06g0210100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : emp24/gp25L/p24 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.74 | 0.219 | 12 | -0.254 | 0.18 | -0.599 | 0.157 | 1.12 | 0.0837 | 1.28 | 23.14 | 843 | -- | -- |
22.05 | 0.219 | 11.9 | -0.203 | 0.216 | -0.861 | -0.00121 | -- | 0.118 | 0.375 | 19.97 | 2359 | -- | -- |
21.81 | 0.218 | 12 | -0.251 | 0.184 | -0.606 | -- | 1.07 | 0.0846 | 1.46 | 23.09 | 779 | -- | -- |
21.96 | 0.218 | 11.9 | -0.235 | 0.196 | -0.926 | -- | -- | 0.104 | 0.719 | 20.07 | 2332 | -- | -- |
23.66 | 0.227 | 11.9 | -0.255 | -- | -0.715 | -- | 0.941 | 0.0791 | -- | 23.1 | 952 | -- | -- |
30.76 | 0.26 | 11.9 | 0.092 | 0.243 | -- | -0.0979 | -- | 0.233 | 0.734 | -- | -- | -- | -- |
30.8 | 0.26 | 11.9 | 0.0956 | 0.243 | -- | -- | -- | 0.234 | 0.741 | -- | -- | -- | -- |
24.32 | 0.23 | 11.9 | -0.255 | -- | -0.963 | -- | -- | 0.096 | -- | 20.22 | 2368 | -- | -- |
23.12 | 0.224 | 11.9 | -- | 0.216 | -0.883 | -- | -- | 0.124 | 0.787 | 19.89 | 2161 | -- | -- |
34.49 | 0.274 | 11.9 | 0.104 | -- | -- | -- | -- | 0.238 | -- | -- | -- | -- | -- |
31.04 | 0.261 | 11.9 | -- | 0.244 | -- | -- | -- | 0.223 | 0.759 | -- | -- | -- | -- |
25.57 | 0.236 | 11.9 | -- | -- | -0.826 | -- | -- | 0.145 | -- | 19.95 | 2333 | -- | -- |
34.78 | 0.275 | 11.9 | -- | -- | -- | -- | -- | 0.227 | -- | -- | -- | -- | -- |
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 | 20.39 | humidity | 90 | 14400 | > th | dose dependent | rect. | 2 | 9 |
2 | 20.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 3 | 7 |
5 | 20.45 | humidity | 90 | 14400 | > th | dose dependent | rect. | 1 | 13 |
20 | 20.57 | humidity | 90 | 14400 | > th | dose dependent | sin | 6 | NA |
53 | 20.76 | humidity | 90 | 14400 | > th | dose dependent | rect. | 18 | 16 |
116 | 20.97 | humidity | 90 | 14400 | > th | dose dependent | rect. | 12 | 18 |
183 | 21.11 | humidity | 90 | 14400 | > th | dose dependent | rect. | 17 | 11 |
215 | 21.19 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
252 | 21.49 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 16 |
259 | 21.55 | temperature | 25 | 1440 | < th | dose dependent | rect. | 8 | 1 |
271 | 21.65 | humidity | 90 | 14400 | > th | dose independent | rect. | 23 | 12 |
275 | 21.68 | temperature | 25 | 1440 | < th | dose dependent | rect. | 7 | 3 |
276 | 21.69 | humidity | 50 | 43200 | > th | dose independent | rect. | 8 | 1 |
278 | 21.70 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 9 |
282 | 21.71 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
285 | 21.72 | humidity | 90 | 14400 | > th | dose independent | sin | 8 | NA |
286 | 21.72 | humidity | 50 | 43200 | < th | dose independent | rect. | 8 | 1 |
301 | 21.77 | humidity | 60 | 43200 | < th | dose dependent | rect. | 7 | 2 |
329 | 21.85 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 7 |
332 | 21.86 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
337 | 21.87 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 1 |
353 | 21.91 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 10 |
378 | 21.96 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 15 |
414 | 22.02 | radiation | 1 | 14400 | < th | dose dependent | rect. | 7 | 1 |
426 | 22.04 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
428 | 22.04 | radiation | 30 | 4320 | < th | dose independent | rect. | 18 | 14 |
435 | 22.05 | radiation | 30 | 4320 | < th | dose independent | rect. | 5 | 3 |
438 | 22.05 | radiation | 30 | 4320 | < th | dose independent | rect. | 22 | 10 |
442 | 22.05 | temperature | 25 | 1440 | < th | dose dependent | sin | 7 | NA |
453 | 22.06 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 16 |
487 | 22.10 | humidity | 50 | 43200 | > th | dose independent | rect. | 20 | 13 |
495 | 22.11 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 16 |
510 | 22.13 | radiation | 1 | 14400 | < th | dose independent | rect. | 7 | 1 |
515 | 22.13 | humidity | 60 | 43200 | < th | dose dependent | rect. | 20 | 13 |
527 | 22.14 | temperature | 25 | 720 | < th | dose dependent | rect. | 14 | 22 |
531 | 22.15 | humidity | 50 | 43200 | < th | dose independent | rect. | 20 | 13 |
540 | 22.15 | temperature | 25 | 720 | < th | dose dependent | rect. | 16 | 23 |
542 | 22.16 | temperature | 20 | 1440 | < th | dose independent | sin | 6 | NA |
543 | 22.16 | radiation | 1 | 14400 | > th | dose independent | rect. | 7 | 1 |
548 | 22.16 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 20 |
555 | 22.17 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 12 |
568 | 22.18 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
577 | 22.18 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 20 |
580 | 22.18 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 23 |
598 | 22.19 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 23 |
603 | 22.20 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 7 |
615 | 22.20 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 23 |
634 | 22.22 | temperature | 20 | 1440 | > th | dose independent | sin | 6 | NA |
635 | 22.22 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 5 |
649 | 22.22 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 23 |
659 | 22.23 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
668 | 22.24 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 5 |
688 | 22.24 | temperature | 30 | 90 | < th | dose dependent | rect. | 21 | 23 |
689 | 22.25 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 12 |
734 | 22.27 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 8 |
749 | 22.28 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
847 | 22.32 | humidity | 80 | 43200 | < th | dose independent | rect. | 6 | 1 |
897 | 22.34 | humidity | 80 | 43200 | > th | dose independent | rect. | 6 | 1 |
908 | 22.34 | temperature | 20 | 720 | > th | dose independent | rect. | 9 | 22 |
911 | 22.34 | humidity | 80 | 43200 | < th | dose dependent | rect. | 6 | 1 |
946 | 22.35 | temperature | 15 | 270 | > th | dose dependent | rect. | 16 | 23 |