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Os11g0573200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Gag polyprotein (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.43 | 0.259 | 11.3 | 0.217 | 0.368 | -0.609 | 0.565 | 0.452 | 0.213 | 2.06 | 26.15 | 6027 | -- | -- |
30.36 | 0.257 | 11.4 | 0.0651 | 0.349 | -0.57 | 0.553 | -- | 0.138 | 1.99 | 27.6 | 6050 | -- | -- |
31.03 | 0.259 | 11.3 | 0.368 | 0.343 | -0.71 | -- | 1.62 | 0.186 | 2.44 | 28.69 | 6049 | -- | -- |
31.51 | 0.261 | 11.4 | 0.0409 | 0.375 | -0.554 | -- | -- | 0.145 | 2.29 | 27.41 | 6040 | -- | -- |
37.73 | 0.286 | 11.3 | 0.753 | -- | -0.854 | -- | 3.72 | 0.154 | -- | 29.59 | 6103 | -- | -- |
44.15 | 0.311 | 11.4 | -0.131 | 0.372 | -- | 0.47 | -- | 0.113 | 2.22 | -- | -- | -- | -- |
44.95 | 0.314 | 11.4 | -0.144 | 0.374 | -- | -- | -- | 0.11 | 2.4 | -- | -- | -- | -- |
38.91 | 0.292 | 11.4 | -0.0315 | -- | -0.882 | -- | -- | 0.122 | -- | 27.05 | 7507 | -- | -- |
31.55 | 0.262 | 11.4 | -- | 0.375 | -0.547 | -- | -- | 0.134 | 2.31 | 27.56 | 6040 | -- | -- |
53.23 | 0.341 | 11.4 | -0.128 | -- | -- | -- | -- | 0.12 | -- | -- | -- | -- | -- |
45.5 | 0.316 | 11.4 | -- | 0.372 | -- | -- | -- | 0.126 | 2.4 | -- | -- | -- | -- |
38.93 | 0.292 | 11.4 | -- | -- | -0.887 | -- | -- | 0.125 | -- | 27.05 | 7507 | -- | -- |
53.67 | 0.342 | 11.4 | -- | -- | -- | -- | -- | 0.134 | -- | -- | -- | -- | -- |
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 | 29.75 | temperature | 20 | 720 | > th | dose dependent | rect. | 4 | 5 |
4 | 30.35 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 1 |
7 | 30.45 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 14 |
10 | 30.65 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 3 |
11 | 30.71 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 1 |
14 | 30.79 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 13 |
17 | 30.80 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 5 |
21 | 30.80 | humidity | 70 | 1440 | > th | dose independent | rect. | 16 | 10 |
27 | 30.81 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 2 |
30 | 30.84 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 6 |
34 | 30.86 | humidity | 70 | 1440 | > th | dose independent | sin | 13 | NA |
58 | 31.10 | humidity | 60 | 1440 | > th | dose dependent | rect. | 18 | 1 |
60 | 31.12 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 3 |
79 | 31.15 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 14 |
82 | 31.15 | temperature | 20 | 720 | > th | dose dependent | sin | 6 | NA |
85 | 31.16 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 4 |
98 | 31.17 | humidity | 80 | 1440 | < th | dose dependent | rect. | 18 | 1 |
99 | 31.17 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 2 |
100 | 31.17 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 4 |
104 | 31.18 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 7 |
105 | 31.18 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 14 |
111 | 31.21 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 5 |
137 | 31.23 | temperature | 30 | 14400 | > th | dose dependent | rect. | 17 | 1 |
145 | 31.24 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 15 |
165 | 31.26 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 19 |
180 | 31.33 | temperature | 30 | 1440 | < th | dose independent | sin | 6 | NA |
181 | 31.33 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 7 |
196 | 31.34 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 12 |
207 | 31.34 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 13 |
209 | 31.35 | temperature | 30 | 1440 | > th | dose independent | sin | 6 | NA |
215 | 31.35 | humidity | 60 | 14400 | > th | dose independent | rect. | 17 | 9 |
249 | 31.37 | radiation | 40 | 1440 | < th | dose dependent | rect. | 17 | 7 |
255 | 31.38 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 4 |
272 | 31.38 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 16 |
277 | 31.38 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 23 |
285 | 31.39 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 14 |
304 | 31.41 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 3 |
308 | 31.41 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 22 |
328 | 31.41 | temperature | 20 | 720 | > th | dose dependent | rect. | 23 | 16 |
344 | 31.43 | temperature | 30 | 14400 | > th | dose independent | sin | 12 | NA |
402 | 31.44 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 14 |
404 | 31.44 | temperature | 30 | 1440 | < th | dose independent | rect. | 1 | 16 |
405 | 31.44 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 20 |
408 | 31.44 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 1 |
414 | 31.45 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 9 |
420 | 31.45 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 18 |
430 | 31.46 | temperature | 30 | 14400 | < th | dose independent | sin | 12 | NA |
470 | 31.47 | temperature | 25 | 1440 | > th | dose dependent | sin | 22 | NA |
474 | 31.47 | radiation | 40 | 1440 | < th | dose dependent | rect. | 17 | 12 |
562 | 31.50 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 23 |
563 | 31.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 2 |
577 | 31.51 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 1 |
612 | 31.51 | temperature | 30 | 1440 | < th | dose independent | rect. | 3 | 20 |
643 | 31.52 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
702 | 31.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 20 |
717 | 31.52 | temperature | 30 | 1440 | < th | dose independent | rect. | 23 | 22 |
747 | 31.53 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 15 |
783 | 31.54 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
883 | 31.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 9 |
937 | 31.57 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 1 |
965 | 31.59 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 2 |
992 | 31.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 23 |