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Os06g0102700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to E3 ubiquitin ligase PUB14 (EC 6.3.2.-) (Prototypical U-box domain protein 14).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32.13 | 0.266 | 9.84 | -0.449 | 0.571 | 0.0695 | 0.356 | 1.36 | -0.0299 | 1.91 | 47.91 | 723 | -- | -- |
33.58 | 0.272 | 9.84 | -0.537 | 0.513 | -0.454 | 0.227 | -- | -0.0439 | 1.62 | 47.69 | 11370 | -- | -- |
32.33 | 0.265 | 9.85 | -0.469 | 0.569 | 0.0461 | -- | 1.65 | -0.0417 | 1.68 | 48.57 | 872 | -- | -- |
33.78 | 0.272 | 9.84 | -0.544 | 0.515 | -0.443 | -- | -- | -0.0453 | 1.64 | 47.95 | 11461 | -- | -- |
48.23 | 0.325 | 9.84 | -0.544 | -- | -0.811 | -- | 0.176 | -0.0421 | -- | 45.74 | 1286 | -- | -- |
35 | 0.277 | 9.84 | -0.514 | 0.559 | -- | 0.168 | -- | -0.033 | 1.51 | -- | -- | -- | -- |
35.11 | 0.277 | 9.84 | -0.519 | 0.559 | -- | -- | -- | -0.034 | 1.52 | -- | -- | -- | -- |
47.69 | 0.323 | 9.84 | -0.527 | -- | -0.717 | -- | -- | -0.0362 | -- | 40 | 1263 | -- | -- |
38.59 | 0.289 | 9.83 | -- | 0.556 | 0.35 | -- | -- | -0.025 | 1.71 | 48.73 | 15699 | -- | -- |
54.28 | 0.344 | 9.83 | -0.497 | -- | -- | -- | -- | -0.0219 | -- | -- | -- | -- | -- |
42.22 | 0.304 | 9.83 | -- | 0.55 | -- | -- | -- | 0.0238 | 1.49 | -- | -- | -- | -- |
44.58 | 0.311 | 9.81 | -- | -- | -0.709 | -- | -- | 0.0575 | -- | -37.55 | 76 | -- | -- |
60.79 | 0.364 | 9.82 | -- | -- | -- | -- | -- | 0.0332 | -- | -- | -- | -- | -- |
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 | 29.85 | temperature | 25.0 | 90 | > th | dose independent | rect. | 20 | 7 |
2 | 29.90 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 20 | 11 |
3 | 30.11 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 15 | 17 |
8 | 30.32 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 17 | 9 |
10 | 30.34 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 7 |
21 | 30.43 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 20 | 5 |
22 | 30.44 | temperature | 25.0 | 270 | < th | dose independent | rect. | 13 | 17 |
24 | 30.45 | temperature | 30.0 | 270 | < th | dose independent | rect. | 8 | 17 |
46 | 30.57 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 21 |
48 | 30.58 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 13 |
80 | 30.71 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 22 | 2 |
84 | 30.73 | temperature | 30.0 | 270 | < th | dose independent | rect. | 8 | 4 |
99 | 30.76 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 16 |
122 | 30.83 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 12 | 21 |
125 | 30.84 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 3 |
138 | 30.89 | temperature | 25.0 | 90 | > th | dose independent | rect. | 22 | 5 |
151 | 30.93 | temperature | 30.0 | 10 | < th | dose independent | rect. | 9 | 7 |
153 | 30.93 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 19 | 9 |
159 | 30.96 | temperature | 25.0 | 90 | > th | dose independent | sin | 11 | NA |
161 | 30.96 | temperature | 30.0 | 10 | < th | dose independent | rect. | 9 | 18 |
171 | 30.99 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 16 |
172 | 30.99 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 21 |
176 | 31.00 | radiation | 1.0 | 10 | > th | dose independent | rect. | 9 | 7 |
194 | 31.04 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 10 |
209 | 31.08 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 2 |
211 | 31.08 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 9 | 7 |
212 | 31.08 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 10 |
224 | 31.10 | humidity | 90.0 | 270 | < th | dose independent | rect. | 18 | 7 |
244 | 31.13 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 17 | 9 |
254 | 31.15 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 15 |
256 | 31.16 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 9 |
257 | 31.16 | humidity | 60.0 | 270 | > th | dose independent | rect. | 17 | 10 |
264 | 31.18 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 10 |
268 | 31.18 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 10 |
281 | 31.21 | radiation | 30.0 | 270 | < th | dose independent | rect. | 1 | 7 |
285 | 31.21 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 17 | 10 |
298 | 31.23 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 7 |
299 | 31.24 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 9 |
313 | 31.25 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 9 | 18 |
319 | 31.26 | temperature | 30.0 | 10 | < th | dose independent | rect. | 9 | 5 |
325 | 31.26 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 14 |
329 | 31.26 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
347 | 31.29 | temperature | 15.0 | 270 | > th | dose independent | rect. | 8 | 17 |
348 | 31.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 17 |
350 | 31.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 17 |
351 | 31.30 | radiation | 10.0 | 720 | > th | dose independent | rect. | 16 | 1 |
355 | 31.30 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 21 | 8 |
374 | 31.34 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 7 |
375 | 31.34 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 7 |
377 | 31.34 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 7 |
378 | 31.34 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 7 |
381 | 31.34 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 7 |
382 | 31.34 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 7 |
383 | 31.34 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 7 |
387 | 31.34 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
388 | 31.34 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 7 |
394 | 31.35 | temperature | 20.0 | 30 | > th | dose independent | rect. | 3 | 6 |
397 | 31.35 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 10 |
412 | 31.36 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 14 |
413 | 31.36 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 14 |
423 | 31.37 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 8 |
426 | 31.37 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 14 |
430 | 31.37 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 14 |
431 | 31.38 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
434 | 31.38 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
435 | 31.38 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
440 | 31.38 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 9 |
448 | 31.38 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 18 |
457 | 31.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 14 |
459 | 31.39 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 18 |
466 | 31.40 | temperature | 25.0 | 90 | < th | dose independent | sin | 12 | NA |
483 | 31.40 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 17 |
487 | 31.40 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 11 | 1 |
495 | 31.41 | radiation | 40.0 | 30 | < th | dose independent | rect. | 3 | 8 |
504 | 31.42 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 3 |
505 | 31.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 5 |
506 | 31.42 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 5 |
507 | 31.42 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 5 |
514 | 31.42 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 19 |
518 | 31.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 5 |
521 | 31.43 | humidity | 90.0 | 90 | < th | dose independent | rect. | 20 | 10 |
524 | 31.43 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 19 |
525 | 31.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 5 |
540 | 31.44 | temperature | 10.0 | 10 | > th | dose independent | rect. | 9 | 7 |
542 | 31.44 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 9 | 7 |
543 | 31.44 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 9 | 7 |
548 | 31.44 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 17 |
554 | 31.44 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 9 | 7 |
558 | 31.45 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 5 |
567 | 31.45 | temperature | 30.0 | 10 | < th | dose independent | rect. | 9 | 16 |
568 | 31.45 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 17 |
580 | 31.46 | radiation | 10.0 | 30 | > th | dose independent | rect. | 11 | 1 |
594 | 31.47 | radiation | 30.0 | 90 | < th | dose independent | rect. | 3 | 6 |
599 | 31.47 | radiation | 40.0 | 90 | < th | dose independent | rect. | 15 | 17 |
600 | 31.47 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 6 |
604 | 31.48 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 5 |
605 | 31.48 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 6 |
615 | 31.49 | humidity | 60.0 | 90 | > th | dose independent | rect. | 3 | 6 |
616 | 31.49 | wind | 9.0 | 10 | < th | dose independent | rect. | 9 | 7 |
625 | 31.49 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 11 | 16 |
626 | 31.50 | radiation | 1.0 | 270 | > th | dose independent | rect. | 8 | 4 |
641 | 31.50 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 7 |
645 | 31.50 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 9 | 18 |
646 | 31.51 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 6 |
647 | 31.51 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 6 |
650 | 31.51 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 6 |
651 | 31.51 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 6 |
668 | 31.51 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 17 |
683 | 31.53 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 12 | 2 |
711 | 31.54 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 1 | 8 |
716 | 31.55 | radiation | 10.0 | 30 | > th | dose independent | rect. | 9 | 3 |
718 | 31.55 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 6 |
721 | 31.55 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 20 | 9 |
726 | 31.55 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 6 |
762 | 31.56 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
764 | 31.56 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 6 |
766 | 31.56 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 12 | 7 |
772 | 31.57 | temperature | 30.0 | 30 | < th | dose independent | rect. | 11 | 1 |
779 | 31.57 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 16 |
785 | 31.58 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 3 |
786 | 31.58 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 5 |
798 | 31.58 | humidity | 90.0 | 270 | < th | dose independent | rect. | 18 | 18 |
803 | 31.59 | wind | 1.0 | 30 | > th | dose independent | rect. | 9 | 3 |
804 | 31.59 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
807 | 31.59 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
816 | 31.59 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 21 |
829 | 31.60 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 4 |
868 | 31.61 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 16 |
870 | 31.61 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
881 | 31.61 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
901 | 31.62 | radiation | 40.0 | 30 | < th | dose independent | rect. | 1 | 10 |
907 | 31.62 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 19 |
917 | 31.62 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 19 |
931 | 31.63 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
945 | 31.64 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 21 |
946 | 31.64 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
981 | 31.65 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 1 | 8 |
989 | 31.66 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 3 |
990 | 31.66 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
992 | 31.66 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 3 |
994 | 31.66 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
995 | 31.66 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
998 | 31.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
999 | 31.66 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 3 |
1000 | 31.66 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 3 |