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Os05g0443700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : t-snare 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.1 | 0.231 | 9.08 | -0.445 | 0.58 | 0.491 | -0.00724 | -0.155 | -0.133 | 7.73 | 8.76 | 268 | -- | -- |
24.17 | 0.229 | 9.08 | -0.439 | 0.585 | 0.487 | 0.038 | -- | -0.136 | 7.74 | 8.45 | 261 | -- | -- |
24.08 | 0.229 | 9.08 | -0.442 | 0.589 | 0.485 | -- | -0.144 | -0.136 | 7.7 | 8.626 | 260 | -- | -- |
24.18 | 0.229 | 9.08 | -0.44 | 0.586 | 0.488 | -- | -- | -0.136 | 7.73 | 8.444 | 260 | -- | -- |
27.27 | 0.243 | 9.08 | -0.443 | -- | 0.837 | -- | -0.244 | -0.0939 | -- | 4 | 628 | -- | -- |
27.72 | 0.247 | 9.09 | -0.422 | 0.802 | -- | -0.0772 | -- | -0.147 | 5.18 | -- | -- | -- | -- |
27.74 | 0.247 | 9.09 | -0.422 | 0.802 | -- | -- | -- | -0.146 | 5.19 | -- | -- | -- | -- |
27.03 | 0.242 | 9.09 | -0.407 | -- | 0.916 | -- | -- | -0.0889 | -- | 4.01 | 639 | -- | -- |
27.59 | 0.245 | 9.06 | -- | 0.603 | 0.469 | -- | -- | -0.0677 | 7.3 | 10.6 | 235 | -- | -- |
61.37 | 0.366 | 9.1 | -0.393 | -- | -- | -- | -- | -0.126 | -- | -- | -- | -- | -- |
32.42 | 0.266 | 9.08 | -- | 0.795 | -- | -- | -- | -0.0992 | 5.2 | -- | -- | -- | -- |
31.28 | 0.261 | 9.08 | -- | -- | 0.911 | -- | -- | -0.0452 | -- | 3.659 | 639 | -- | -- |
65.46 | 0.378 | 9.09 | -- | -- | -- | -- | -- | -0.0823 | -- | -- | -- | -- | -- |
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 | 23.13 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 11 |
3 | 23.27 | radiation | 10.0 | 90 | < th | dose independent | rect. | 6 | 17 |
7 | 23.38 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
10 | 23.41 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 1 | 22 |
11 | 23.43 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 19 |
15 | 23.47 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 2 | 20 |
18 | 23.51 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 18 |
33 | 23.60 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 9 | 23 |
52 | 23.72 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 14 |
65 | 23.77 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 12 |
78 | 23.80 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 11 |
94 | 23.84 | radiation | 40.0 | 270 | < th | dose independent | rect. | 11 | 11 |
101 | 23.86 | radiation | 10.0 | 270 | < th | dose independent | sin | 0 | NA |
103 | 23.86 | radiation | 40.0 | 270 | < th | dose independent | rect. | 1 | 22 |
104 | 23.86 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 9 |
107 | 23.88 | radiation | 30.0 | 270 | < th | dose dependent | sin | 1 | NA |
109 | 23.89 | radiation | 10.0 | 270 | > th | dose independent | rect. | 8 | 8 |
110 | 23.89 | radiation | 20.0 | 270 | < th | dose independent | rect. | 9 | 23 |
137 | 23.95 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 7 | 10 |
140 | 23.95 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 16 | 23 |
147 | 23.96 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 8 | 15 |
148 | 23.96 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 12 | 23 |
163 | 23.99 | radiation | 10.0 | 270 | < th | dose independent | rect. | 12 | 22 |
181 | 24.00 | radiation | 10.0 | 270 | > th | dose independent | sin | 1 | NA |
210 | 24.02 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 18 |
243 | 24.05 | radiation | 1.0 | 270 | > th | dose dependent | sin | 2 | NA |
322 | 24.10 | radiation | 40.0 | 270 | < th | dose independent | rect. | 9 | 23 |
364 | 24.11 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 14 | 23 |
369 | 24.12 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 9 |
377 | 24.13 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 23 |
406 | 24.15 | radiation | 30.0 | 270 | < th | dose dependent | no | NA | NA |
415 | 24.16 | radiation | 1.0 | 270 | > th | dose dependent | no | NA | NA |
559 | 24.23 | radiation | 10.0 | 270 | < th | dose independent | no | NA | NA |
567 | 24.24 | radiation | 10.0 | 270 | > th | dose independent | no | NA | NA |
666 | 24.27 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
676 | 24.28 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 14 |
692 | 24.30 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 18 |
704 | 24.31 | radiation | 40.0 | 10 | < th | dose independent | rect. | 5 | 18 |
747 | 24.34 | radiation | 20.0 | 90 | < th | dose dependent | sin | 21 | NA |
794 | 24.40 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
798 | 24.40 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
803 | 24.41 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
805 | 24.41 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 10 |
821 | 24.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |
826 | 24.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 10 |
846 | 24.45 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 10 |
851 | 24.46 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 10 |
852 | 24.46 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
854 | 24.46 | radiation | 30.0 | 270 | < th | dose independent | rect. | 17 | 14 |
864 | 24.46 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 10 | 11 |
867 | 24.47 | humidity | 90.0 | 270 | < th | dose independent | rect. | 3 | 4 |