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Os01g0575000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Root hair defective 3 GTP-binding family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8.65 | 0.138 | 11.9 | 0.644 | 0.357 | -0.434 | -0.12 | 0.46 | 0.472 | 2.53 | 23 | 59 | -- | -- |
8.71 | 0.139 | 11.9 | 0.568 | 0.36 | -0.41 | -0.223 | -- | 0.451 | 2.8 | 22.95 | 57 | -- | -- |
8.69 | 0.137 | 11.9 | 0.668 | 0.356 | -0.44 | -- | 0.594 | 0.479 | 2.48 | 23 | 60 | -- | -- |
8.88 | 0.14 | 11.9 | 0.571 | 0.365 | -0.397 | -- | -- | 0.451 | 2.74 | 22.9 | 68 | -- | -- |
13.3 | 0.17 | 11.9 | 0.798 | -- | -0.816 | -- | 1.06 | 0.545 | -- | 23.43 | 28 | -- | -- |
11.34 | 0.158 | 12 | 0.494 | 0.521 | -- | -0.107 | -- | 0.391 | 2.73 | -- | -- | -- | -- |
11.38 | 0.158 | 12 | 0.497 | 0.52 | -- | -- | -- | 0.392 | 2.72 | -- | -- | -- | -- |
13.76 | 0.174 | 11.9 | 0.64 | -- | -0.731 | -- | -- | 0.503 | -- | 23.2 | 47 | -- | -- |
17.01 | 0.193 | 12 | -- | 0.441 | -0.229 | -- | -- | 0.366 | 2.74 | 22.9 | 68 | -- | -- |
27.14 | 0.243 | 11.9 | 0.519 | -- | -- | -- | -- | 0.405 | -- | -- | -- | -- | -- |
17.89 | 0.198 | 12 | -- | 0.53 | -- | -- | -- | 0.337 | 2.73 | -- | -- | -- | -- |
23.88 | 0.228 | 11.9 | -- | -- | -0.652 | -- | -- | 0.398 | -- | 24.45 | 6 | -- | -- |
34.24 | 0.273 | 12 | -- | -- | -- | -- | -- | 0.347 | -- | -- | -- | -- | -- |
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 | 8.33 | temperature | 30 | 10 | < th | dose dependent | rect. | 5 | 15 |
7 | 8.47 | temperature | 15 | 10 | > th | dose dependent | sin | 23 | NA |
43 | 8.64 | temperature | 30 | 270 | < th | dose dependent | rect. | 1 | 19 |
51 | 8.68 | temperature | 30 | 10 | < th | dose dependent | sin | 23 | NA |
68 | 8.73 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 20 |
78 | 8.75 | radiation | 1 | 1440 | < th | dose dependent | rect. | 7 | 14 |
83 | 8.76 | radiation | 1 | 1440 | < th | dose dependent | rect. | 7 | 12 |
102 | 8.80 | temperature | 10 | 90 | > th | dose dependent | rect. | 6 | 23 |
117 | 8.84 | humidity | 80 | 10 | > th | dose dependent | sin | 22 | NA |
125 | 8.86 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 11 |
127 | 8.86 | temperature | 25 | 10 | > th | dose dependent | rect. | 7 | 17 |
129 | 8.86 | temperature | 25 | 10 | > th | dose dependent | rect. | 7 | 21 |
132 | 8.86 | temperature | 25 | 10 | > th | dose dependent | rect. | 1 | 23 |
136 | 8.87 | temperature | 25 | 10 | > th | dose dependent | rect. | 7 | 19 |
142 | 8.88 | temperature | 25 | 10 | > th | dose dependent | no | NA | NA |
146 | 8.88 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 2 |
147 | 8.88 | temperature | 25 | 10 | > th | dose dependent | rect. | 7 | 15 |
157 | 8.88 | temperature | 25 | 10 | > th | dose dependent | rect. | 3 | 21 |
164 | 8.89 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 14 |
202 | 8.89 | temperature | 25 | 10 | > th | dose dependent | rect. | 21 | 23 |
203 | 8.89 | temperature | 25 | 10 | > th | dose dependent | rect. | 23 | 23 |
205 | 8.90 | radiation | 1 | 1440 | < th | dose independent | rect. | 7 | 12 |
215 | 8.90 | radiation | 1 | 1440 | < th | dose dependent | sin | 21 | NA |
230 | 8.90 | temperature | 10 | 270 | > th | dose dependent | rect. | 6 | 20 |
243 | 8.91 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 11 |
245 | 8.91 | radiation | 1 | 1440 | > th | dose independent | rect. | 7 | 12 |
280 | 8.92 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 2 |
309 | 8.92 | humidity | 60 | 30 | > th | dose dependent | rect. | 13 | 23 |
335 | 8.94 | temperature | 25 | 10 | > th | dose dependent | rect. | 7 | 13 |
385 | 8.95 | humidity | 60 | 10 | > th | dose dependent | rect. | 11 | 23 |
387 | 8.96 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 1 |
394 | 8.96 | humidity | 70 | 1440 | > th | dose dependent | rect. | 9 | 11 |
428 | 8.96 | temperature | 25 | 30 | > th | dose dependent | rect. | 17 | 23 |
434 | 8.97 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 8 |
462 | 8.98 | humidity | 70 | 1440 | > th | dose dependent | rect. | 10 | 4 |
464 | 8.98 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 6 |
517 | 8.99 | radiation | 1 | 43200 | < th | dose dependent | rect. | 24 | 3 |
577 | 9.01 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 3 |
582 | 9.01 | radiation | 1 | 720 | > th | dose independent | rect. | 16 | 23 |
587 | 9.01 | radiation | 1 | 43200 | < th | dose dependent | rect. | 22 | 5 |
600 | 9.01 | temperature | 25 | 90 | > th | dose dependent | rect. | 19 | 23 |
606 | 9.02 | humidity | 70 | 1440 | > th | dose dependent | rect. | 18 | 1 |
659 | 9.04 | radiation | 1 | 1440 | < th | dose independent | sin | 22 | NA |
660 | 9.04 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 1 |
665 | 9.04 | humidity | 60 | 10 | > th | dose dependent | no | NA | NA |
687 | 9.04 | humidity | 60 | 10 | > th | dose dependent | rect. | 15 | 23 |
691 | 9.05 | radiation | 1 | 720 | < th | dose independent | rect. | 5 | 16 |
697 | 9.05 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 1 |
711 | 9.05 | temperature | 25 | 10 | > th | dose dependent | rect. | 10 | 23 |
712 | 9.05 | temperature | 25 | 90 | > th | dose dependent | rect. | 15 | 23 |
731 | 9.06 | humidity | 90 | 720 | > th | dose dependent | rect. | 7 | 15 |
741 | 9.07 | radiation | 1 | 1440 | > th | dose independent | sin | 21 | NA |
781 | 9.07 | humidity | 60 | 10 | > th | dose dependent | rect. | 9 | 23 |
824 | 9.08 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 10 |
845 | 9.09 | humidity | 80 | 1440 | < th | dose independent | sin | 23 | NA |
848 | 9.09 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 1 |
857 | 9.09 | radiation | 1 | 720 | < th | dose independent | rect. | 4 | 23 |
881 | 9.10 | humidity | 80 | 1440 | > th | dose independent | sin | 23 | NA |
899 | 9.10 | humidity | 80 | 90 | > th | dose dependent | rect. | 5 | 16 |
935 | 9.11 | radiation | 1 | 720 | < th | dose independent | rect. | 15 | 22 |
968 | 9.11 | temperature | 25 | 10 | > th | dose dependent | rect. | 15 | 23 |