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Os04g0670500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cysteine protease 1 precursor (EC 3.4.22.-) (OsCP1).
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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 = wind,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
88.38 | 0.442 | 2.85 | -0.0544 | 0.0141 | 2.66 | 0.319 | -12 | 0.0516 | 6.31 | 1.901 | 9 | 5.68 | 0.202 |
105.22 | 0.478 | 2.86 | -0.0641 | 0.0484 | 3.57 | -0.372 | -- | 0.0291 | 5.64 | 2.058 | 23 | 5.68 | 0.446 |
87.6 | 0.436 | 2.86 | -0.0618 | 0.00139 | 2.99 | -- | -11.9 | 0.0471 | 5.46 | 2.201 | 8 | 5.7 | 0.194 |
101.48 | 0.469 | 2.85 | -0.0666 | 0.0512 | 3.74 | -- | -- | 0.0371 | 4.6 | 2.091 | 22 | 5.69 | 0.109 |
87.43 | 0.435 | 2.86 | -0.0581 | -- | 3.27 | -- | -12.5 | 0.0524 | -- | 2.253 | 8 | 5.71 | 0.183 |
123.02 | 0.52 | 2.86 | -0.121 | 0.132 | -- | -0.463 | -- | -0.00147 | 4.88 | -- | -- | -- | -- |
123.57 | 0.521 | 2.86 | -0.119 | 0.129 | -- | -- | -- | 0.000793 | 4.65 | -- | -- | -- | -- |
101.43 | 0.469 | 2.85 | -0.0513 | -- | 4.13 | -- | -- | 0.0426 | -- | 2.194 | 72 | 5.7 | 0.117 |
98.55 | 0.462 | 2.84 | -- | 0.0773 | 3.97 | -- | -- | 0.0675 | 4.32 | 2.296 | 21 | 5.77 | 0.00692 |
124.45 | 0.521 | 2.86 | -0.114 | -- | -- | -- | -- | 0.00417 | -- | -- | -- | -- | -- |
123.94 | 0.521 | 2.86 | -- | 0.127 | -- | -- | -- | 0.0141 | 4.68 | -- | -- | -- | -- |
98.15 | 0.461 | 2.86 | -- | -- | 4.07 | -- | -- | 0.0415 | -- | 2.511 | 29 | 5.77 | 0.0137 |
124.8 | 0.521 | 2.86 | -- | -- | -- | -- | -- | 0.0169 | -- | -- | -- | -- | -- |
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 | 100.42 | wind | 1.0 | 10 | > th | dose dependent | rect. | 5 | 1 |
2 | 100.93 | humidity | 80.0 | 10 | < th | dose independent | rect. | 1 | 5 |
4 | 100.93 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 1 | 5 |
12 | 100.95 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
26 | 100.98 | humidity | 80.0 | 10 | < th | dose independent | rect. | 5 | 1 |
36 | 100.98 | humidity | 80.0 | 10 | < th | dose dependent | rect. | 5 | 1 |
57 | 102.21 | wind | 3.0 | 10 | > th | dose independent | rect. | 5 | 1 |
62 | 102.85 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 5 | 1 |
70 | 103.97 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 1 |
80 | 103.97 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
90 | 104.30 | radiation | 1.0 | 10 | < th | dose independent | rect. | 6 | 1 |
93 | 104.91 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 5 | 1 |
126 | 107.01 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
131 | 107.17 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 4 | 1 |
133 | 107.17 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 4 | 2 |
140 | 107.17 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 4 | 1 |
141 | 107.17 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 4 | 2 |
145 | 107.19 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 2 | 1 |
334 | 110.34 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 4 |
373 | 111.71 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
419 | 112.49 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 4 |
427 | 112.62 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 2 | 1 |
463 | 113.27 | temperature | 25.0 | 10 | < th | dose independent | rect. | 6 | 1 |
543 | 114.06 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 23 |
548 | 114.12 | wind | 7.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
550 | 114.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
553 | 114.12 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
557 | 114.12 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
562 | 114.12 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
563 | 114.12 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
564 | 114.12 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
568 | 114.12 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 23 |
572 | 114.16 | wind | 7.0 | 30 | < th | dose independent | rect. | 5 | 1 |
574 | 114.16 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 1 |
577 | 114.16 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 1 |
581 | 114.16 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 5 | 1 |
583 | 114.16 | radiation | 20.0 | 30 | < th | dose independent | rect. | 5 | 1 |
586 | 114.16 | temperature | 10.0 | 30 | > th | dose independent | rect. | 6 | 23 |
587 | 114.16 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 6 | 23 |
591 | 114.23 | precipitation | 0.1 | 10 | < th | dose independent | sin | 0 | NA |
592 | 114.23 | precipitation | 0.1 | 10 | < th | dose dependent | sin | 0 | NA |
593 | 114.24 | precipitation | 0.1 | 10 | > th | dose dependent | sin | 0 | NA |
595 | 114.25 | precipitation | 0.1 | 10 | > th | dose independent | sin | 0 | NA |
597 | 114.28 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 23 |
599 | 114.28 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 23 |
620 | 114.35 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 1 |
621 | 114.35 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
622 | 114.35 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 1 |
630 | 114.46 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 22 |
631 | 114.47 | wind | 9.0 | 30 | < th | dose independent | rect. | 6 | 23 |
633 | 114.52 | wind | 1.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
637 | 114.53 | humidity | 50.0 | 30 | > th | dose independent | rect. | 6 | 23 |
727 | 115.08 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 1 |
758 | 115.37 | humidity | 90.0 | 90 | > th | dose independent | rect. | 4 | 1 |
763 | 115.41 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 5 | 1 |
804 | 115.69 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 12 |
808 | 115.71 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 5 |
852 | 115.84 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
902 | 115.96 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
914 | 116.01 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 2 |
921 | 116.05 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
956 | 116.12 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
975 | 116.17 | humidity | 90.0 | 30 | > th | dose independent | rect. | 2 | 1 |