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Os06g0255700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : DEAD/DEAH box helicase, N-terminal 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.1 | 0.226 | 10.6 | -0.138 | 0.45 | -0.429 | 0.0497 | -1.54 | 0.368 | 6.56 | 0.3706 | 4798 | -- | -- |
24.39 | 0.23 | 10.6 | -0.0921 | 0.455 | -0.455 | 0.0714 | -- | 0.385 | 6.5 | 1.198 | 5038 | -- | -- |
23.06 | 0.224 | 10.6 | -0.133 | 0.449 | -0.373 | -- | -1.28 | 0.366 | 6.57 | 0.7452 | 4918 | -- | -- |
24.4 | 0.23 | 10.6 | -0.0891 | 0.451 | -0.459 | -- | -- | 0.381 | 6.52 | 1.128 | 5038 | -- | -- |
33.42 | 0.269 | 10.6 | -0.132 | -- | -0.376 | -- | -1.38 | 0.379 | -- | 0.8513 | 4198 | -- | -- |
28.23 | 0.249 | 10.6 | 0.022 | 0.454 | -- | 0.103 | -- | 0.33 | 6.5 | -- | -- | -- | -- |
28.25 | 0.249 | 10.6 | 0.0235 | 0.454 | -- | -- | -- | 0.33 | 6.5 | -- | -- | -- | -- |
34.56 | 0.274 | 10.6 | -0.125 | -- | -0.531 | -- | -- | 0.377 | -- | 0.9995 | 2576 | -- | -- |
24.57 | 0.231 | 10.6 | -- | 0.452 | -0.437 | -- | -- | 0.385 | 6.51 | 1 | 5038 | -- | -- |
38.98 | 0.292 | 10.6 | 0.0348 | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
28.27 | 0.249 | 10.6 | -- | 0.454 | -- | -- | -- | 0.327 | 6.5 | -- | -- | -- | -- |
34.91 | 0.275 | 10.6 | -- | -- | -0.48 | -- | -- | 0.386 | -- | 1.005 | 2576 | -- | -- |
39.01 | 0.292 | 10.6 | -- | -- | -- | -- | -- | 0.336 | -- | -- | -- | -- | -- |
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 | 22.36 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 18 | 1 |
2 | 22.38 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 18 | 1 |
3 | 22.38 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
4 | 22.39 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 18 | 1 |
5 | 22.46 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 18 |
6 | 22.48 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 18 |
7 | 22.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 18 |
8 | 22.48 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
11 | 22.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 18 |
21 | 22.53 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
22 | 22.53 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
24 | 22.54 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |
27 | 22.54 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 10 | 7 |
33 | 22.56 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
43 | 22.58 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 6 |
52 | 22.59 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 6 |
55 | 22.59 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 6 |
63 | 22.61 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 1 |
67 | 22.61 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 1 |
70 | 22.62 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 1 |
71 | 22.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
72 | 22.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 9 |
75 | 22.63 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 1 |
77 | 22.63 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
78 | 22.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
81 | 22.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 9 |
84 | 22.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
85 | 22.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 9 |
122 | 22.68 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
123 | 22.68 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
128 | 22.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 21 |
129 | 22.68 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
131 | 22.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 21 |
135 | 22.69 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 21 |
167 | 22.71 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 23 |
176 | 22.73 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 5 |
183 | 22.73 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 5 |
191 | 22.74 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 4 |
203 | 22.74 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 13 |
205 | 22.75 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 3 | NA |
206 | 22.75 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 3 | NA |
218 | 22.75 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 3 | NA |
219 | 22.75 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 17 |
238 | 22.77 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 22 | 22 |
247 | 22.78 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 4 | NA |
273 | 22.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 23 |
274 | 22.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 23 |
275 | 22.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 23 |
277 | 22.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 23 |
278 | 22.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 23 |
279 | 22.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 23 |
290 | 22.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 23 |
291 | 22.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 23 |
292 | 22.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 23 |
293 | 22.81 | precipitation | 0.1 | 14400 | > th | dose independent | no | NA | NA |
294 | 22.81 | precipitation | 0.1 | 14400 | < th | dose independent | no | NA | NA |
296 | 22.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 21 |
297 | 22.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 21 |
298 | 22.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 21 |
299 | 22.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 21 |
310 | 22.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 23 |
311 | 22.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 23 |
312 | 22.81 | precipitation | 0.1 | 14400 | < th | dose dependent | no | NA | NA |
315 | 22.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 21 |
316 | 22.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 21 |
322 | 22.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 23 |
371 | 22.83 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 13 |
417 | 22.85 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 2 | NA |
467 | 22.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 19 |
468 | 22.89 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 19 |
488 | 22.89 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 19 |
518 | 22.91 | wind | 1.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
522 | 22.91 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 17 |
549 | 22.92 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 23 |
567 | 22.93 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 23 |
575 | 22.93 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 23 |
584 | 22.94 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 9 | NA |
593 | 22.94 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 22 |
636 | 22.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 23 |
637 | 22.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 23 |
638 | 22.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 23 |
645 | 22.97 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
647 | 22.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 21 |
654 | 22.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 23 |
656 | 22.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 23 |
661 | 22.98 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 18 |
672 | 22.98 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 19 |
694 | 22.99 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 18 |
710 | 22.99 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 18 |
778 | 23.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 16 |
779 | 23.02 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 16 |
796 | 23.02 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 16 |
804 | 23.03 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 11 |
825 | 23.03 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 11 |
835 | 23.04 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 11 |
878 | 23.06 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
909 | 23.08 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
936 | 23.09 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 5 |
956 | 23.09 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 17 |
993 | 23.10 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 19 |