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Os07g0626200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : DNA-binding SAP 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
78.25 | 0.416 | 7.07 | 1.07 | 0.526 | 1.12 | 0.274 | -9.41 | 0.133 | 3.19 | 30 | 1404 | -- | -- |
80.47 | 0.418 | 6.91 | 2.01 | 0.514 | 1.01 | 0.107 | -- | -0.127 | 2.97 | 19.34 | 34858 | -- | -- |
78.48 | 0.413 | 7.07 | 1.08 | 0.526 | 1.11 | -- | -9.33 | 0.133 | 3.14 | 30 | 1407 | -- | -- |
80.42 | 0.418 | 6.91 | 2.02 | 0.513 | 0.98 | -- | -- | -0.126 | 2.95 | 19.51 | 34861 | -- | -- |
94.02 | 0.452 | 7.06 | 1.09 | -- | 1.17 | -- | -9.27 | 0.157 | -- | 30.05 | 1403 | -- | -- |
89.15 | 0.443 | 6.83 | 3.1 | 0.52 | -- | 0.155 | -- | 0.248 | 2.88 | -- | -- | -- | -- |
89.23 | 0.442 | 6.83 | 3.1 | 0.52 | -- | -- | -- | 0.247 | 2.85 | -- | -- | -- | -- |
95.11 | 0.454 | 6.92 | 1.97 | -- | 1.02 | -- | -- | -0.147 | -- | 19.58 | 47520 | -- | -- |
102.99 | 0.473 | 7.04 | -- | 0.49 | 2.42 | -- | -- | -0.692 | 2.99 | 18.7 | 47520 | -- | -- |
104.87 | 0.479 | 6.82 | 3.12 | -- | -- | -- | -- | 0.26 | -- | -- | -- | -- | -- |
342.11 | 0.865 | 6.9 | -- | 0.581 | -- | -- | -- | -0.098 | 2.89 | -- | -- | -- | -- |
116.76 | 0.503 | 7.04 | -- | -- | 2.45 | -- | -- | -0.69 | -- | 18.68 | 47520 | -- | -- |
361.6 | 0.888 | 6.9 | -- | -- | -- | -- | -- | -0.0858 | -- | -- | -- | -- | -- |
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 | 72.92 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
5 | 75.55 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
6 | 75.57 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
11 | 76.13 | wind | 9.0 | 14400 | > th | dose independent | rect. | 23 | 14 |
13 | 76.18 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 21 | 12 |
15 | 76.21 | wind | 9.0 | 14400 | > th | dose independent | rect. | 3 | 10 |
18 | 76.31 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 3 | 9 |
41 | 76.39 | wind | 7.0 | 14400 | < th | dose independent | rect. | 24 | 12 |
43 | 76.42 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
44 | 76.43 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 22 | 14 |
46 | 76.44 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 24 | 12 |
47 | 76.44 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 24 | 12 |
52 | 76.47 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 24 | 9 |
68 | 76.49 | wind | 7.0 | 14400 | < th | dose independent | rect. | 3 | 9 |
70 | 76.50 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
71 | 76.50 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 23 | 2 |
72 | 76.52 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 5 | 8 |
78 | 76.54 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 10 |
84 | 76.59 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 4 | 8 |
86 | 76.59 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 12 |
87 | 76.59 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 21 | 16 |
94 | 76.60 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 5 |
95 | 76.61 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
116 | 76.63 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
120 | 76.64 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 22 | 6 |
124 | 76.65 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
137 | 76.71 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 23 | 4 |
149 | 76.73 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 7 | 2 |
150 | 76.74 | temperature | 15.0 | 14400 | < th | dose independent | sin | 5 | NA |
156 | 76.74 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 20 | 18 |
158 | 76.75 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 23 | 2 |
170 | 76.76 | wind | 9.0 | 14400 | > th | dose dependent | sin | 5 | NA |
192 | 76.83 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
202 | 76.84 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 24 | 13 |
266 | 76.98 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
278 | 77.00 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
290 | 77.03 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 6 | 9 |
292 | 77.04 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 21 | 12 |
308 | 77.08 | wind | 9.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
316 | 77.08 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 11 | 2 |
358 | 77.15 | temperature | 15.0 | 14400 | > th | dose independent | sin | 3 | NA |
363 | 77.15 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
391 | 77.21 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 4 |
454 | 77.29 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 9 | 5 |
482 | 77.33 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 9 | 21 |
509 | 77.36 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 11 |
521 | 77.39 | wind | 7.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
526 | 77.39 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 9 | 21 |
558 | 77.43 | wind | 9.0 | 14400 | > th | dose independent | sin | 6 | NA |
570 | 77.45 | temperature | 30.0 | 1440 | > th | dose independent | sin | 4 | NA |
571 | 77.45 | wind | 7.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
604 | 77.48 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
624 | 77.51 | temperature | 15.0 | 14400 | > th | dose independent | no | NA | NA |
631 | 77.52 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
641 | 77.52 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 4 | 23 |
643 | 77.52 | wind | 1.0 | 43200 | < th | dose dependent | sin | 13 | NA |
656 | 77.54 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
677 | 77.57 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 24 | 23 |
687 | 77.59 | temperature | 15.0 | 14400 | > th | dose independent | rect. | 2 | 23 |
690 | 77.59 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 24 | 10 |
695 | 77.61 | wind | 9.0 | 14400 | > th | dose independent | rect. | 16 | 2 |
701 | 77.61 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 16 | 14 |
715 | 77.64 | temperature | 15.0 | 14400 | < th | dose independent | no | NA | NA |
732 | 77.65 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 21 | 20 |
773 | 77.71 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 10 |
800 | 77.76 | temperature | 30.0 | 1440 | < th | dose independent | sin | 5 | NA |
801 | 77.76 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 1 |
802 | 77.76 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 6 |
806 | 77.76 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 1 |
826 | 77.80 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
828 | 77.80 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 5 |
832 | 77.80 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 4 |
838 | 77.82 | wind | 9.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
846 | 77.83 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 7 | 2 |
853 | 77.83 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 2 |
873 | 77.85 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 6 |
890 | 77.87 | temperature | 15.0 | 14400 | < th | dose independent | rect. | 4 | 23 |
931 | 77.93 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 7 | 2 |