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Os07g0227400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RNA binding/signal transduction protein QkI-4.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16.06 | 0.188 | 10.9 | 0.649 | 0.398 | -0.614 | 0.431 | -0.568 | 0.168 | 19.6 | 28.7 | 10 | -- | -- |
16.53 | 0.189 | 10.9 | 0.557 | 0.389 | -0.621 | 0.367 | -- | 0.158 | 19.5 | 30.78 | 12 | -- | -- |
16.56 | 0.19 | 10.9 | 0.634 | 0.399 | -0.601 | -- | -0.512 | 0.169 | 19.4 | 28.71 | 10 | -- | -- |
16.93 | 0.192 | 10.9 | 0.56 | 0.391 | -0.618 | -- | -- | 0.159 | 19.4 | 30.84 | 12 | -- | -- |
21.41 | 0.215 | 10.8 | 0.596 | -- | -0.888 | -- | -0.679 | 0.163 | -- | 39.51 | 337 | -- | -- |
21.35 | 0.217 | 10.8 | 0.694 | 0.482 | -- | 0.442 | -- | 0.268 | 17.8 | -- | -- | -- | -- |
21.82 | 0.219 | 10.8 | 0.691 | 0.485 | -- | -- | -- | 0.27 | 17.8 | -- | -- | -- | -- |
21.72 | 0.217 | 10.9 | 0.489 | -- | -0.905 | -- | -- | 0.134 | -- | 45.13 | 346 | -- | -- |
24.17 | 0.229 | 10.9 | -- | 0.387 | -0.895 | -- | -- | 0.0855 | 20.3 | 30.96 | 17 | -- | -- |
34.01 | 0.273 | 10.8 | 0.676 | -- | -- | -- | -- | 0.259 | -- | -- | -- | -- | -- |
34.41 | 0.274 | 10.9 | -- | 0.474 | -- | -- | -- | 0.193 | 17.8 | -- | -- | -- | -- |
27.57 | 0.245 | 10.9 | -- | -- | -1.07 | -- | -- | 0.0601 | -- | 34.8 | 356 | -- | -- |
46.07 | 0.317 | 10.9 | -- | -- | -- | -- | -- | 0.183 | -- | -- | -- | -- | -- |
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 | 15.47 | temperature | 30 | 10 | < th | dose dependent | rect. | 10 | 20 |
3 | 15.57 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 22 |
8 | 15.67 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 20 |
11 | 15.75 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 4 |
20 | 15.87 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
30 | 15.96 | temperature | 30 | 10 | < th | dose dependent | rect. | 1 | 23 |
38 | 16.02 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 6 |
46 | 16.06 | temperature | 30 | 90 | < th | dose dependent | rect. | 1 | 22 |
47 | 16.07 | wind | 1 | 43200 | < th | dose dependent | rect. | 4 | 4 |
54 | 16.08 | temperature | 20 | 10 | > th | dose dependent | rect. | 13 | 23 |
81 | 16.16 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 23 |
82 | 16.17 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
86 | 16.17 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 23 |
95 | 16.19 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
96 | 16.19 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 23 |
97 | 16.20 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 4 |
98 | 16.20 | temperature | 20 | 10 | > th | dose dependent | no | NA | NA |
100 | 16.20 | temperature | 30 | 10 | < th | dose dependent | rect. | 19 | 23 |
109 | 16.22 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
110 | 16.22 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
128 | 16.27 | temperature | 25 | 1440 | < th | dose dependent | sin | 16 | NA |
164 | 16.32 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 19 |
172 | 16.33 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 15 |
203 | 16.38 | temperature | 25 | 10 | > th | dose independent | rect. | 6 | 14 |
247 | 16.44 | temperature | 30 | 270 | < th | dose dependent | rect. | 23 | 21 |
267 | 16.47 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 21 |
281 | 16.50 | temperature | 20 | 1440 | > th | dose dependent | rect. | 2 | 1 |
299 | 16.52 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 5 |
300 | 16.52 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 14 |
306 | 16.52 | temperature | 30 | 10 | < th | dose dependent | rect. | 21 | 23 |
317 | 16.55 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
319 | 16.55 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 1 |
334 | 16.56 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 22 |
344 | 16.57 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 16 |
351 | 16.58 | temperature | 25 | 90 | < th | dose independent | rect. | 7 | 23 |
359 | 16.58 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 23 |
383 | 16.61 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 1 |
413 | 16.65 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
424 | 16.65 | temperature | 25 | 90 | < th | dose dependent | rect. | 1 | 20 |
426 | 16.65 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 20 |
431 | 16.65 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 23 |
458 | 16.67 | temperature | 25 | 720 | < th | dose dependent | rect. | 1 | 21 |
482 | 16.68 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 23 |
488 | 16.69 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
501 | 16.69 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
505 | 16.70 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 21 |
533 | 16.71 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 23 |
587 | 16.75 | temperature | 10 | 720 | > th | dose dependent | rect. | 20 | 13 |
602 | 16.76 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 1 |
641 | 16.79 | temperature | 20 | 1440 | > th | dose independent | rect. | 4 | 1 |
643 | 16.79 | temperature | 25 | 10 | < th | dose dependent | sin | 22 | NA |
644 | 16.79 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 1 |
721 | 16.84 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 11 |
778 | 16.88 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 21 |
783 | 16.89 | temperature | 25 | 30 | > th | dose independent | rect. | 24 | 20 |
837 | 16.92 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 20 |
880 | 16.94 | temperature | 20 | 720 | > th | dose dependent | rect. | 21 | 13 |
894 | 16.95 | temperature | 25 | 1440 | < th | dose independent | rect. | 10 | 13 |
899 | 16.95 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 5 |
923 | 16.96 | temperature | 25 | 90 | > th | dose independent | rect. | 4 | 21 |
981 | 16.99 | temperature | 25 | 10 | > th | dose independent | rect. | 6 | 19 |