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Os04g0377600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to TBC1 domain family member 13.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.02 | 0.199 | 10.7 | -0.0969 | 0.875 | -0.0288 | -0.621 | -2.61 | -0.0159 | 16.3 | 44.47 | 1673 | -- | -- |
22.8 | 0.224 | 10.7 | 0.0732 | 0.874 | 0.315 | -0.722 | -- | 0.0165 | 16.4 | 44.47 | 1673 | -- | -- |
18.97 | 0.203 | 10.7 | -0.118 | 0.876 | 0.00296 | -- | -2.71 | -0.0238 | 16.4 | 44.66 | 1741 | -- | -- |
24.11 | 0.23 | 10.7 | 0.0704 | 0.87 | 0.377 | -- | -- | 0.0141 | 16.5 | 45.31 | 6033 | -- | -- |
42.35 | 0.303 | 10.7 | -0.138 | -- | 0.819 | -- | -2.22 | -0.135 | -- | 30.83 | 577 | -- | -- |
23.63 | 0.228 | 10.7 | 0.0599 | 0.895 | -- | -0.771 | -- | 0.0104 | 16.2 | -- | -- | -- | -- |
25.24 | 0.235 | 10.7 | 0.0518 | 0.893 | -- | -- | -- | 0.00622 | 16.3 | -- | -- | -- | -- |
36.96 | 0.283 | 10.7 | -0.0289 | -- | 0.97 | -- | -- | -0.119 | -- | -2.494 | 548 | -- | -- |
23.61 | 0.228 | 10.7 | -- | 0.866 | 0.448 | -- | -- | 0.00934 | 16.6 | 47 | 47520 | -- | -- |
68.08 | 0.386 | 10.7 | 0.0165 | -- | -- | -- | -- | -0.0174 | -- | -- | -- | -- | -- |
25.31 | 0.235 | 10.7 | -- | 0.892 | -- | -- | -- | 0.000451 | 16.3 | -- | -- | -- | -- |
36.89 | 0.283 | 10.7 | -- | -- | 0.952 | -- | -- | -0.0902 | -- | -2.664 | 533 | -- | -- |
68.09 | 0.385 | 10.7 | -- | -- | -- | -- | -- | -0.0193 | -- | -- | -- | -- | -- |
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 | 17.42 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 2 | 3 |
4 | 17.65 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 24 | 6 |
9 | 17.77 | temperature | 20.0 | 720 | < th | dose independent | rect. | 5 | 2 |
12 | 17.81 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 5 | 3 |
19 | 17.98 | radiation | 40.0 | 1440 | > th | dose dependent | rect. | 14 | 21 |
27 | 18.10 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 10 |
30 | 18.13 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 4 | 12 |
32 | 18.15 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 3 | 14 |
41 | 18.23 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 11 |
43 | 18.24 | temperature | 20.0 | 720 | > th | dose independent | rect. | 2 | 3 |
57 | 18.30 | radiation | 40.0 | 1440 | > th | dose dependent | sin | 12 | NA |
61 | 18.32 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 24 | 11 |
65 | 18.34 | temperature | 25.0 | 270 | < th | dose independent | rect. | 5 | 8 |
66 | 18.34 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 1 | NA |
70 | 18.35 | radiation | 40.0 | 720 | < th | dose independent | rect. | 3 | 18 |
73 | 18.36 | temperature | 25.0 | 270 | < th | dose independent | rect. | 5 | 6 |
79 | 18.37 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 13 |
82 | 18.39 | radiation | 40.0 | 720 | < th | dose independent | rect. | 8 | 21 |
98 | 18.43 | radiation | 40.0 | 720 | < th | dose independent | rect. | 8 | 7 |
127 | 18.49 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 10 | 14 |
128 | 18.49 | radiation | 20.0 | 720 | < th | dose independent | rect. | 6 | 14 |
134 | 18.50 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
140 | 18.51 | radiation | 20.0 | 720 | < th | dose independent | rect. | 5 | 16 |
141 | 18.51 | radiation | 1.0 | 720 | > th | dose dependent | sin | 11 | NA |
145 | 18.51 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 16 | 15 |
146 | 18.51 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 16 | 15 |
152 | 18.53 | radiation | 40.0 | 720 | < th | dose independent | sin | 0 | NA |
165 | 18.55 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 3 | 17 |
166 | 18.55 | radiation | 1.0 | 720 | > th | dose dependent | sin | 8 | NA |
174 | 18.55 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 15 | 17 |
175 | 18.55 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 15 | 17 |
177 | 18.56 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 15 | 17 |
178 | 18.56 | temperature | 10.0 | 720 | > th | dose dependent | sin | 8 | NA |
181 | 18.56 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 13 | 2 |
182 | 18.56 | radiation | 40.0 | 1440 | > th | dose dependent | rect. | 8 | 3 |
208 | 18.57 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 1 |
209 | 18.57 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 11 | 12 |
210 | 18.57 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 11 | 12 |
214 | 18.57 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 2 | 17 |
218 | 18.57 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
230 | 18.58 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 2 | 21 |
246 | 18.61 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 11 |
263 | 18.62 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 9 |
274 | 18.63 | radiation | 40.0 | 1440 | < th | dose independent | sin | 12 | NA |
275 | 18.63 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 14 |
285 | 18.64 | wind | 9.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
286 | 18.64 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 7 |
296 | 18.65 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 16 | 5 |
312 | 18.66 | humidity | 80.0 | 43200 | > th | dose independent | sin | 19 | NA |
338 | 18.68 | humidity | 80.0 | 43200 | > th | dose independent | sin | 1 | NA |
379 | 18.72 | humidity | 80.0 | 43200 | < th | dose independent | sin | 20 | NA |
380 | 18.72 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 4 | 14 |
387 | 18.72 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 21 |
404 | 18.73 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 18 | 17 |
417 | 18.74 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 2 |
422 | 18.74 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 16 | 20 |
424 | 18.75 | humidity | 80.0 | 43200 | < th | dose independent | sin | 1 | NA |
425 | 18.75 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 13 | 2 |
438 | 18.75 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 5 | 6 |
444 | 18.75 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 10 | 13 |
448 | 18.76 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 1 |
481 | 18.78 | wind | 9.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
490 | 18.78 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
532 | 18.81 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 13 | 2 |
554 | 18.82 | wind | 9.0 | 43200 | < th | dose independent | rect. | 5 | 6 |
571 | 18.83 | humidity | 80.0 | 43200 | > th | dose dependent | no | NA | NA |
591 | 18.84 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 7 | 4 |
606 | 18.84 | radiation | 40.0 | 270 | > th | dose dependent | rect. | 13 | 22 |
608 | 18.84 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 15 | 23 |
609 | 18.84 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 23 |
619 | 18.85 | radiation | 40.0 | 720 | < th | dose independent | rect. | 3 | 22 |
621 | 18.85 | radiation | 40.0 | 1440 | < th | dose dependent | sin | 12 | NA |
623 | 18.85 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 22 | 2 |
636 | 18.86 | radiation | 40.0 | 720 | < th | dose independent | rect. | 10 | 3 |
647 | 18.86 | temperature | 30.0 | 720 | < th | dose dependent | sin | 8 | NA |
650 | 18.86 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 5 | 7 |
670 | 18.86 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 4 | 17 |
684 | 18.87 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 22 | 5 |
691 | 18.87 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 5 | 15 |
718 | 18.88 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 10 | 23 |
766 | 18.91 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
844 | 18.94 | humidity | 90.0 | 43200 | < th | dose independent | sin | 3 | NA |
848 | 18.94 | temperature | 20.0 | 720 | > th | dose independent | rect. | 2 | 9 |
885 | 18.96 | wind | 9.0 | 43200 | > th | dose independent | rect. | 23 | 2 |
944 | 18.98 | wind | 9.0 | 43200 | > th | dose independent | rect. | 5 | 6 |
951 | 18.98 | radiation | 40.0 | 270 | > th | dose dependent | sin | 7 | NA |
976 | 18.99 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
977 | 18.99 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
996 | 19.00 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 3 | 8 |