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Os04g0669200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ethylene response factor 2 (Ethylene response factor 3).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.34 | 0.291 | 13.5 | 0.566 | 1.57 | -0.739 | -0.208 | 1.55 | 0.105 | 5.95 | 50.31 | 8 | -- | -- |
39.21 | 0.294 | 13.5 | 0.564 | 1.57 | -0.438 | -0.198 | -- | 0.0978 | 5.97 | 50.31 | 8 | -- | -- |
38.29 | 0.288 | 13.5 | 0.569 | 1.57 | -0.733 | -- | 1.52 | 0.107 | 5.95 | 50.37 | 5 | -- | -- |
39.28 | 0.292 | 13.5 | 0.571 | 1.57 | -0.398 | -- | -- | 0.103 | 5.95 | 51.24 | 5 | -- | -- |
164.52 | 0.601 | 13.5 | 0.63 | -- | -0.141 | -- | 0.808 | 0.128 | -- | 50.37 | 5 | -- | -- |
41.18 | 0.301 | 13.5 | 0.573 | 1.55 | -- | -0.25 | -- | 0.0857 | 6.03 | -- | -- | -- | -- |
41.33 | 0.301 | 13.5 | 0.571 | 1.55 | -- | -- | -- | 0.0867 | 6.04 | -- | -- | -- | -- |
87.99 | 0.437 | 13.5 | 0.42 | -- | 1.16 | -- | -- | 0.117 | -- | 75 | 469 | -- | -- |
47.5 | 0.321 | 13.5 | -- | 1.58 | -0.484 | -- | -- | 0.0406 | 5.96 | 51 | 4 | -- | -- |
165.32 | 0.601 | 13.5 | 0.615 | -- | -- | -- | -- | 0.122 | -- | -- | -- | -- | -- |
49.92 | 0.33 | 13.5 | -- | 1.56 | -- | -- | -- | 0.0231 | 6.02 | -- | -- | -- | -- |
97.4 | 0.46 | 13.5 | -- | -- | 1.2 | -- | -- | 0.11 | -- | 74.75 | 472 | -- | -- |
175.31 | 0.618 | 13.5 | -- | -- | -- | -- | -- | 0.0534 | -- | -- | -- | -- | -- |
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 | 34.71 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
2 | 35.10 | wind | 9.0 | 720 | < th | dose independent | rect. | 5 | 19 |
6 | 35.47 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 19 |
7 | 35.47 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 19 |
8 | 35.49 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 5 | 2 |
9 | 35.52 | wind | 9.0 | 720 | < th | dose independent | rect. | 12 | 23 |
11 | 35.61 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 21 |
12 | 35.61 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 21 |
13 | 35.66 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 5 |
15 | 35.70 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 11 | 12 |
18 | 35.73 | wind | 9.0 | 720 | < th | dose independent | rect. | 12 | 21 |
23 | 35.78 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 6 |
27 | 35.82 | wind | 9.0 | 720 | < th | dose independent | rect. | 12 | 5 |
28 | 35.84 | radiation | 10.0 | 10 | < th | dose independent | rect. | 8 | 10 |
31 | 35.84 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 7 | 11 |
36 | 35.88 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 11 |
37 | 35.88 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 11 |
38 | 35.91 | wind | 9.0 | 720 | < th | dose independent | rect. | 12 | 13 |
40 | 35.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 13 |
42 | 35.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 13 |
45 | 35.96 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 11 |
47 | 36.00 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 9 |
48 | 36.02 | wind | 9.0 | 720 | < th | dose independent | rect. | 13 | 11 |
49 | 36.02 | wind | 9.0 | 720 | < th | dose independent | rect. | 3 | 15 |
58 | 36.10 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 23 |
60 | 36.10 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 23 |
62 | 36.13 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 11 | 1 |
75 | 36.21 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 8 | 3 |
83 | 36.26 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 20 |
86 | 36.27 | radiation | 20.0 | 10 | < th | dose independent | rect. | 23 | 19 |
90 | 36.28 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 14 |
92 | 36.28 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 14 |
93 | 36.29 | wind | 9.0 | 720 | < th | dose independent | rect. | 19 | 23 |
106 | 36.37 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 2 |
108 | 36.38 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 24 | 4 |
111 | 36.40 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 11 |
135 | 36.48 | wind | 9.0 | 720 | < th | dose independent | rect. | 6 | 9 |
137 | 36.49 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 12 | 5 |
139 | 36.49 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 12 | 5 |
148 | 36.53 | radiation | 30.0 | 270 | < th | dose independent | rect. | 21 | 11 |
162 | 36.57 | humidity | 50.0 | 10 | > th | dose independent | rect. | 13 | 5 |
167 | 36.58 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 13 |
169 | 36.58 | wind | 1.0 | 10 | > th | dose dependent | rect. | 18 | 19 |
170 | 36.59 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 17 | 19 |
173 | 36.60 | temperature | 20.0 | 720 | > th | dose independent | rect. | 22 | 10 |
175 | 36.60 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 11 |
178 | 36.60 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 11 |
187 | 36.63 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 12 | 23 |
195 | 36.65 | humidity | 50.0 | 10 | > th | dose independent | rect. | 12 | 23 |
212 | 36.70 | radiation | 10.0 | 10 | < th | dose independent | rect. | 13 | 5 |
236 | 36.75 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
237 | 36.75 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 18 | 19 |
238 | 36.75 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 23 | 19 |
270 | 36.83 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 3 |
275 | 36.84 | radiation | 1.0 | 720 | < th | dose independent | rect. | 24 | 6 |
277 | 36.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 4 | 13 |
279 | 36.84 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 12 | 23 |
283 | 36.84 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 12 | 23 |
284 | 36.85 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 11 | 1 |
287 | 36.85 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 13 |
295 | 36.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 11 |
296 | 36.87 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 11 |
297 | 36.87 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 11 |
299 | 36.87 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 11 |
300 | 36.87 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 13 |
303 | 36.88 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 12 |
311 | 36.90 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 18 | 5 |
324 | 36.93 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 22 |
327 | 36.93 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 22 |
328 | 36.94 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 3 |
330 | 36.94 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 3 |
342 | 36.96 | wind | 9.0 | 720 | < th | dose independent | rect. | 24 | 5 |
343 | 36.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 5 |
344 | 36.96 | temperature | 30.0 | 720 | < th | dose independent | rect. | 24 | 5 |
345 | 36.96 | humidity | 50.0 | 720 | > th | dose independent | rect. | 24 | 5 |
348 | 36.96 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 13 | 5 |
349 | 36.96 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 24 | 5 |
356 | 36.96 | temperature | 10.0 | 720 | > th | dose independent | rect. | 5 | 19 |
357 | 36.96 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 20 |
361 | 36.96 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 20 |
362 | 36.97 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 5 |
363 | 36.97 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 12 | 5 |
365 | 36.97 | temperature | 10.0 | 720 | > th | dose independent | rect. | 17 | 19 |
367 | 36.98 | wind | 7.0 | 90 | < th | dose independent | rect. | 12 | 23 |
372 | 36.99 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 12 | 23 |
394 | 37.02 | radiation | 40.0 | 720 | < th | dose independent | rect. | 19 | 14 |
403 | 37.03 | wind | 1.0 | 720 | > th | dose dependent | rect. | 11 | 1 |
418 | 37.06 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 21 |
430 | 37.08 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 3 |
431 | 37.08 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 9 | 3 |
432 | 37.08 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 3 |
434 | 37.08 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 21 |
450 | 37.10 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 3 |
451 | 37.10 | temperature | 30.0 | 720 | < th | dose independent | rect. | 21 | 3 |
452 | 37.10 | humidity | 50.0 | 720 | > th | dose independent | rect. | 21 | 3 |
455 | 37.10 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 21 | 3 |
456 | 37.10 | radiation | 1.0 | 720 | < th | dose independent | rect. | 21 | 3 |
461 | 37.10 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 6 | 12 |
463 | 37.10 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 21 |
464 | 37.10 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 21 | 3 |
473 | 37.11 | wind | 1.0 | 720 | > th | dose independent | rect. | 9 | 3 |
487 | 37.13 | temperature | 30.0 | 90 | < th | dose independent | rect. | 11 | 1 |
489 | 37.13 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 13 | 5 |
491 | 37.13 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 17 | 10 |
494 | 37.14 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 3 |
495 | 37.14 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 13 |
497 | 37.14 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 3 |
501 | 37.15 | temperature | 30.0 | 10 | < th | dose independent | rect. | 14 | 4 |
503 | 37.15 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 12 | 21 |
506 | 37.16 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 3 | 14 |
508 | 37.16 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 18 | 1 |
509 | 37.16 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 1 | 2 |
511 | 37.16 | wind | 9.0 | 10 | < th | dose dependent | rect. | 23 | 12 |
513 | 37.16 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 3 | 14 |
514 | 37.17 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 11 |
515 | 37.17 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 13 |
516 | 37.17 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 24 | 13 |
524 | 37.18 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 13 | 5 |
527 | 37.19 | radiation | 30.0 | 10 | < th | dose independent | rect. | 23 | 12 |
533 | 37.20 | radiation | 1.0 | 720 | > th | dose independent | rect. | 11 | 1 |
535 | 37.20 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 8 | 13 |
537 | 37.20 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 13 | 4 |
541 | 37.21 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 18 | 1 |
543 | 37.21 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 23 | 12 |
550 | 37.21 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 23 | 12 |
554 | 37.22 | radiation | 40.0 | 720 | < th | dose independent | rect. | 4 | 5 |
555 | 37.22 | temperature | 10.0 | 720 | > th | dose independent | rect. | 1 | 11 |
556 | 37.22 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 1 | 11 |
558 | 37.22 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 13 |
559 | 37.22 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
561 | 37.22 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 12 | 6 |
571 | 37.23 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 24 | 19 |
572 | 37.24 | wind | 1.0 | 720 | > th | dose independent | rect. | 11 | 1 |
573 | 37.24 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 11 | 1 |
574 | 37.24 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 17 | 3 |
581 | 37.25 | humidity | 60.0 | 90 | > th | dose independent | rect. | 15 | 2 |
591 | 37.26 | radiation | 20.0 | 90 | < th | dose independent | rect. | 13 | 4 |
600 | 37.27 | temperature | 25.0 | 270 | < th | dose independent | rect. | 8 | 3 |
613 | 37.28 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 2 |
619 | 37.28 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 23 | 12 |
631 | 37.29 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 18 | 11 |
633 | 37.29 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 19 |
637 | 37.30 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 23 | 12 |
648 | 37.31 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 11 | 1 |
649 | 37.31 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 23 | 1 |
653 | 37.31 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 23 |
667 | 37.32 | humidity | 50.0 | 720 | > th | dose independent | rect. | 17 | 19 |
674 | 37.33 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 12 |
681 | 37.34 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 1 |
688 | 37.34 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 1 |
705 | 37.36 | wind | 7.0 | 720 | < th | dose independent | rect. | 23 | 1 |
712 | 37.36 | wind | 7.0 | 30 | < th | dose independent | rect. | 23 | 12 |
721 | 37.37 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 6 |
728 | 37.37 | temperature | 15.0 | 720 | > th | dose dependent | sin | 8 | NA |
733 | 37.37 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 6 |
737 | 37.38 | temperature | 10.0 | 720 | > th | dose independent | rect. | 11 | 1 |
740 | 37.38 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 11 | 1 |
741 | 37.38 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 11 | 1 |
742 | 37.38 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 1 |
744 | 37.38 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 12 |
746 | 37.38 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 12 |
747 | 37.38 | humidity | 50.0 | 30 | > th | dose independent | rect. | 23 | 12 |
748 | 37.38 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 12 |
749 | 37.38 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 12 |
750 | 37.38 | temperature | 10.0 | 720 | > th | dose independent | rect. | 12 | 23 |
751 | 37.38 | wind | 7.0 | 90 | > th | dose dependent | sin | 9 | NA |
752 | 37.38 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 1 |
759 | 37.39 | temperature | 10.0 | 720 | > th | dose independent | rect. | 23 | 1 |
761 | 37.39 | temperature | 30.0 | 720 | < th | dose independent | rect. | 23 | 1 |
762 | 37.39 | humidity | 50.0 | 720 | > th | dose independent | rect. | 23 | 1 |
765 | 37.39 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 23 | 1 |
766 | 37.39 | radiation | 1.0 | 720 | < th | dose independent | rect. | 23 | 1 |
785 | 37.39 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 11 | 12 |
790 | 37.39 | wind | 9.0 | 90 | > th | dose independent | rect. | 19 | 16 |
791 | 37.39 | temperature | 10.0 | 720 | > th | dose independent | rect. | 24 | 23 |
795 | 37.39 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 1 |
843 | 37.41 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 16 | 5 |
846 | 37.42 | radiation | 40.0 | 30 | < th | dose independent | rect. | 13 | 5 |
862 | 37.43 | temperature | 20.0 | 720 | > th | dose independent | sin | 7 | NA |
864 | 37.43 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 21 | 3 |
865 | 37.43 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 3 |
872 | 37.43 | wind | 7.0 | 90 | > th | dose dependent | rect. | 18 | 17 |
881 | 37.44 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 24 | 12 |
887 | 37.45 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 11 |
900 | 37.46 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 1 |
904 | 37.46 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 10 |
918 | 37.47 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 1 |
928 | 37.48 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 2 |
933 | 37.48 | humidity | 50.0 | 10 | > th | dose independent | rect. | 23 | 19 |
942 | 37.48 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 13 |
946 | 37.49 | wind | 1.0 | 30 | > th | dose independent | rect. | 13 | 5 |
974 | 37.51 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 1 |
975 | 37.51 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 18 | 5 |
986 | 37.52 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 18 | 19 |
994 | 37.53 | wind | 1.0 | 90 | > th | dose independent | rect. | 11 | 1 |
996 | 37.53 | wind | 1.0 | 90 | > th | dose dependent | rect. | 11 | 1 |