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Os09g0411700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : PpiC-type peptidyl-prolyl cis-trans isomerase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31.97 | 0.266 | 14.3 | -0.851 | 0.853 | 0.182 | -0.4 | -2.28 | -0.234 | 19.3 | 19.06 | 1630 | -- | -- |
36.75 | 0.282 | 14.2 | -0.257 | 0.85 | 0.172 | -0.359 | -- | -0.0868 | 19.3 | 14.78 | 4509 | -- | -- |
32.14 | 0.264 | 14.3 | -0.824 | 0.843 | 0.169 | -- | -2.32 | -0.229 | 19.3 | 18.81 | 2038 | -- | -- |
37.15 | 0.284 | 14.2 | -0.246 | 0.86 | 0.167 | -- | -- | -0.0709 | 19.3 | 12.47 | 4400 | -- | -- |
67.14 | 0.382 | 14.3 | -1.35 | -- | 0.603 | -- | -5.07 | -0.346 | -- | 25.54 | 1985 | -- | -- |
37.21 | 0.286 | 14.2 | -0.175 | 0.861 | -- | -0.411 | -- | -0.0369 | 19.3 | -- | -- | -- | -- |
37.66 | 0.287 | 14.2 | -0.167 | 0.86 | -- | -- | -- | -0.0377 | 19.3 | -- | -- | -- | -- |
74.32 | 0.403 | 14.2 | -0.225 | -- | 0.338 | -- | -- | -0.0679 | -- | 25.54 | 1985 | -- | -- |
38.27 | 0.29 | 14.2 | -- | 0.855 | 0.107 | -- | -- | -0.0319 | 19.4 | 12.47 | 4400 | -- | -- |
76.96 | 0.41 | 14.2 | -0.181 | -- | -- | -- | -- | -0.0522 | -- | -- | -- | -- | -- |
38.39 | 0.29 | 14.2 | -- | 0.862 | -- | -- | -- | -0.0192 | 19.3 | -- | -- | -- | -- |
65.55 | 0.377 | 14.2 | -- | -- | 0.637 | -- | -- | -0.0832 | -- | 24.28 | 471 | -- | -- |
77.83 | 0.412 | 14.2 | -- | -- | -- | -- | -- | -0.032 | -- | -- | -- | -- | -- |
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 | 29.42 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
2 | 29.42 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
3 | 29.49 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 2 |
4 | 29.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 9 |
5 | 29.53 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
7 | 29.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 5 |
8 | 29.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 5 |
9 | 29.58 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 5 |
14 | 29.64 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
18 | 29.65 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 4 |
23 | 29.66 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 6 |
38 | 29.72 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 3 |
39 | 29.72 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 3 |
53 | 29.76 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 12 | 7 |
91 | 29.84 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 4 |
94 | 29.86 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 4 |
97 | 29.86 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 4 |
171 | 30.00 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 18 | NA |
175 | 30.02 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
207 | 30.10 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 7 |
224 | 30.14 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 2 |
228 | 30.15 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
260 | 30.16 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 2 |
288 | 30.20 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
300 | 30.21 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
302 | 30.23 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
307 | 30.24 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
317 | 30.25 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
332 | 30.30 | wind | 7.0 | 43200 | > th | dose independent | rect. | 3 | 11 |
336 | 30.32 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 18 | NA |
337 | 30.32 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 18 | NA |
338 | 30.32 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 7 | 2 |
341 | 30.32 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 18 | NA |
345 | 30.33 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 2 |
346 | 30.33 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 22 | 3 |
352 | 30.34 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 13 | 1 |
354 | 30.34 | wind | 7.0 | 43200 | < th | dose independent | rect. | 3 | 11 |
360 | 30.34 | wind | 7.0 | 43200 | > th | dose independent | rect. | 1 | 14 |
362 | 30.34 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
364 | 30.34 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 5 |
368 | 30.35 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 1 |
369 | 30.35 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 13 | 1 |
376 | 30.35 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 18 |
399 | 30.37 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 18 |
442 | 30.40 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 8 | 6 |
446 | 30.41 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 6 | 4 |
449 | 30.41 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 7 |
485 | 30.44 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 8 | 3 |
499 | 30.46 | wind | 7.0 | 43200 | > th | dose independent | rect. | 7 | 7 |
506 | 30.47 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
537 | 30.50 | wind | 7.0 | 43200 | < th | dose independent | rect. | 7 | 7 |
545 | 30.51 | wind | 7.0 | 43200 | > th | dose independent | sin | 5 | NA |
550 | 30.51 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
562 | 30.53 | wind | 7.0 | 43200 | < th | dose independent | sin | 5 | NA |
563 | 30.53 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
572 | 30.54 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
581 | 30.56 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 3 |
610 | 30.58 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
615 | 30.59 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
635 | 30.62 | radiation | 10.0 | 43200 | > th | dose independent | sin | 9 | NA |
636 | 30.62 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
639 | 30.62 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
641 | 30.63 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
645 | 30.63 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
650 | 30.64 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
666 | 30.64 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
715 | 30.68 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 10 | 4 |
728 | 30.70 | wind | 7.0 | 43200 | < th | dose independent | sin | 10 | NA |
735 | 30.70 | wind | 9.0 | 43200 | < th | dose independent | rect. | 14 | 23 |
737 | 30.70 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
739 | 30.71 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 5 |
741 | 30.71 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 8 |
752 | 30.71 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 2 | 13 |
756 | 30.72 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
770 | 30.72 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 10 |
776 | 30.73 | wind | 7.0 | 43200 | > th | dose independent | sin | 10 | NA |
794 | 30.73 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 21 | 18 |
796 | 30.74 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
799 | 30.74 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
801 | 30.74 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 7 |
807 | 30.74 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
848 | 30.77 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 23 |
856 | 30.78 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 10 | 1 |
857 | 30.78 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 10 | 1 |
862 | 30.78 | wind | 7.0 | 43200 | < th | dose independent | rect. | 19 | 11 |
866 | 30.78 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 10 | 1 |
867 | 30.78 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
868 | 30.78 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 3 |
884 | 30.79 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 19 | 20 |
890 | 30.80 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 8 |
903 | 30.81 | wind | 3.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
905 | 30.81 | wind | 7.0 | 43200 | > th | dose independent | rect. | 19 | 11 |
974 | 30.84 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
986 | 30.85 | wind | 7.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
987 | 30.85 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
988 | 30.85 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 4 | 1 |