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Os07g0150500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, C3HC-like 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11.89 | 0.162 | 12.2 | 1.03 | 0.198 | 0.336 | 0.305 | -0.306 | 0.438 | 22.9 | 80.08 | 1351 | -- | -- |
11.98 | 0.161 | 12.2 | 1.03 | 0.198 | 0.32 | 0.323 | -- | 0.436 | 22.9 | 80 | 1349 | -- | -- |
12.27 | 0.163 | 12.2 | 1.02 | 0.202 | 0.326 | -- | -0.344 | 0.437 | 22.8 | 80.15 | 1326 | -- | -- |
12.37 | 0.164 | 12.2 | 0.994 | 0.198 | 0.317 | -- | -- | 0.43 | 22.8 | 79.96 | 1356 | -- | -- |
14.11 | 0.175 | 12.2 | 1.05 | -- | 0.417 | -- | -0.868 | 0.477 | -- | 80.26 | 2983 | -- | -- |
13.28 | 0.171 | 12.3 | 0.995 | 0.192 | -- | 0.288 | -- | 0.413 | 22.5 | -- | -- | -- | -- |
13.62 | 0.173 | 12.3 | 0.984 | 0.191 | -- | -- | -- | 0.412 | 22.4 | -- | -- | -- | -- |
14.5 | 0.177 | 12.2 | 0.992 | -- | 0.336 | -- | -- | 0.431 | -- | 80.33 | 1489 | -- | -- |
37.08 | 0.284 | 12.3 | -- | 0.212 | 0.306 | -- | -- | 0.423 | 22.2 | 81.03 | 7646 | -- | -- |
15.84 | 0.186 | 12.2 | 0.987 | -- | -- | -- | -- | 0.413 | -- | -- | -- | -- | -- |
39.15 | 0.293 | 12.3 | -- | 0.197 | -- | -- | -- | 0.302 | 22.7 | -- | -- | -- | -- |
22.05 | 0.219 | 12.3 | -- | -- | 0.877 | -- | -- | 0.262 | -- | 64.12 | 47520 | -- | -- |
41.55 | 0.301 | 12.3 | -- | -- | -- | -- | -- | 0.303 | -- | -- | -- | -- | -- |
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 | 11.07 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 21 |
5 | 11.39 | radiation | 1.0 | 30 | > th | dose independent | sin | 12 | NA |
8 | 11.43 | radiation | 1.0 | 30 | > th | dose independent | rect. | 14 | 18 |
10 | 11.44 | radiation | 10.0 | 30 | < th | dose dependent | sin | 13 | NA |
12 | 11.45 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 23 |
13 | 11.46 | radiation | 1.0 | 30 | < th | dose independent | sin | 13 | NA |
17 | 11.57 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 21 |
19 | 11.57 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 21 |
20 | 11.58 | humidity | 80.0 | 10 | < th | dose independent | rect. | 12 | 20 |
21 | 11.59 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 2 |
31 | 11.61 | radiation | 1.0 | 30 | > th | dose independent | rect. | 16 | 16 |
33 | 11.61 | temperature | 15.0 | 30 | > th | dose independent | rect. | 12 | 21 |
38 | 11.64 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 19 |
39 | 11.64 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 19 |
40 | 11.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
43 | 11.65 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
44 | 11.65 | temperature | 25.0 | 270 | < th | dose independent | rect. | 22 | 9 |
47 | 11.65 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 21 |
50 | 11.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 10 | 22 |
52 | 11.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 10 | 22 |
54 | 11.66 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 3 |
58 | 11.67 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 3 |
61 | 11.67 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 3 |
62 | 11.67 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 9 | 3 |
63 | 11.67 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 3 |
64 | 11.67 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 9 | 3 |
68 | 11.67 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 9 | 3 |
71 | 11.68 | wind | 9.0 | 30 | < th | dose independent | rect. | 9 | 3 |
79 | 11.69 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 19 |
81 | 11.69 | wind | 9.0 | 30 | < th | dose independent | rect. | 12 | 21 |
98 | 11.70 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 12 | 20 |
102 | 11.71 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 8 |
104 | 11.71 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 18 |
113 | 11.72 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 5 |
120 | 11.72 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 11 | 16 |
124 | 11.73 | humidity | 50.0 | 30 | > th | dose independent | rect. | 9 | 3 |
131 | 11.73 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 7 | 18 |
140 | 11.74 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 18 |
150 | 11.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 5 |
153 | 11.75 | humidity | 80.0 | 270 | > th | dose independent | rect. | 7 | 18 |
154 | 11.75 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 19 |
171 | 11.76 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 5 |
172 | 11.76 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 5 |
173 | 11.76 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 5 |
174 | 11.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 5 |
179 | 11.76 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 17 |
187 | 11.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 5 |
191 | 11.77 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 5 |
197 | 11.77 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 5 | 22 |
202 | 11.78 | humidity | 80.0 | 30 | > th | dose independent | rect. | 11 | 16 |
204 | 11.78 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 16 |
278 | 11.81 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 19 |
280 | 11.81 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 12 | 21 |
282 | 11.81 | radiation | 1.0 | 30 | < th | dose independent | rect. | 5 | 22 |
283 | 11.81 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 12 | 6 |
303 | 11.82 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 9 |
308 | 11.83 | humidity | 80.0 | 1440 | > th | dose independent | sin | 15 | NA |
310 | 11.83 | wind | 7.0 | 270 | < th | dose independent | rect. | 8 | 2 |
335 | 11.83 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 12 | 10 |
336 | 11.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 12 | 21 |
339 | 11.84 | humidity | 80.0 | 1440 | < th | dose independent | sin | 16 | NA |
340 | 11.84 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
345 | 11.84 | temperature | 25.0 | 270 | > th | dose independent | rect. | 20 | 6 |
348 | 11.84 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 12 |
368 | 11.84 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 12 | 8 |
373 | 11.85 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 6 |
388 | 11.85 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 18 | 9 |
389 | 11.85 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 10 | 17 |
395 | 11.86 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 2 |
396 | 11.86 | humidity | 50.0 | 270 | > th | dose independent | rect. | 8 | 2 |
397 | 11.86 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 8 | 2 |
398 | 11.86 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 2 |
399 | 11.86 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 2 |
402 | 11.86 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 9 |
416 | 11.86 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 22 |
418 | 11.86 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 2 |
422 | 11.86 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 7 | 20 |
441 | 11.87 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 8 | 4 |
442 | 11.87 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 22 | 5 |
456 | 11.88 | humidity | 80.0 | 30 | < th | dose independent | rect. | 12 | 10 |
466 | 11.88 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 19 | 21 |
473 | 11.88 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 13 | 14 |
484 | 11.89 | humidity | 90.0 | 30 | < th | dose independent | rect. | 9 | 3 |
491 | 11.89 | humidity | 50.0 | 270 | > th | dose independent | rect. | 12 | 19 |
494 | 11.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 4 |
505 | 11.90 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 5 |
528 | 11.90 | wind | 5.0 | 90 | < th | dose independent | rect. | 8 | 19 |
534 | 11.90 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 21 |
535 | 11.90 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 19 | 21 |
536 | 11.90 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 12 | 21 |
570 | 11.91 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 14 | 19 |
581 | 11.91 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 17 | 10 |
582 | 11.91 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 15 | 12 |
588 | 11.91 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 14 | 19 |
601 | 11.92 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 17 | 11 |
618 | 11.92 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 8 |
620 | 11.92 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 15 |
621 | 11.92 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 17 |
622 | 11.92 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 14 | 18 |
631 | 11.93 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 17 | 11 |
643 | 11.93 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 19 |
650 | 11.93 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |
651 | 11.93 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 5 | 2 |
653 | 11.93 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 10 | 5 |
656 | 11.93 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 18 | 9 |
687 | 11.94 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 17 | 15 |
706 | 11.94 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 11 |
736 | 11.95 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
739 | 11.95 | temperature | 15.0 | 10 | > th | dose independent | rect. | 14 | 19 |
755 | 11.95 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 18 | 9 |
759 | 11.95 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 16 | 15 |
760 | 11.95 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
786 | 11.96 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 14 |
798 | 11.96 | radiation | 1.0 | 30 | < th | dose independent | rect. | 7 | 20 |
809 | 11.96 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 10 |
819 | 11.97 | temperature | 25.0 | 270 | > th | dose independent | sin | 11 | NA |
820 | 11.97 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 3 |
830 | 11.97 | radiation | 1.0 | 30 | < th | dose independent | rect. | 13 | 14 |
852 | 11.97 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
865 | 11.98 | humidity | 80.0 | 1440 | > th | dose independent | no | NA | NA |
888 | 11.98 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 10 |
934 | 11.99 | temperature | 25.0 | 30 | > th | dose independent | rect. | 12 | 6 |
978 | 11.99 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 1 | 23 |
979 | 11.99 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
989 | 11.99 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 5 |