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Os10g0518200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cytochome b5 (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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
243 | 0.732 | 9.46 | -0.0871 | 0.5 | -6.31 | 0.0262 | -14.1 | -0.391 | 8.58 | 9.355 | 11 | -- | -- |
246.58 | 0.731 | 9.47 | 0.0246 | 0.516 | -3.05 | -0.142 | -- | -0.383 | 9 | 9.39 | 11 | -- | -- |
242.65 | 0.726 | 9.45 | -0.127 | 0.477 | -6.61 | -- | -15.4 | -0.397 | 8.51 | 9.423 | 10 | -- | -- |
245.67 | 0.73 | 9.49 | -0.0098 | 0.5 | -2.73 | -- | -- | -0.385 | 8.59 | 9.276 | 11 | -- | -- |
256.24 | 0.746 | 9.46 | -0.0611 | -- | -6.85 | -- | -16.2 | -0.375 | -- | 9.456 | 11 | -- | -- |
265.2 | 0.763 | 9.48 | 0.104 | 0.518 | -- | -0.195 | -- | -0.355 | 7.95 | -- | -- | -- | -- |
265.3 | 0.763 | 9.48 | 0.0996 | 0.517 | -- | -- | -- | -0.354 | 8.03 | -- | -- | -- | -- |
259.39 | 0.75 | 9.5 | -0.0179 | -- | -2.8 | -- | -- | -0.395 | -- | 9.3 | 11 | -- | -- |
245.66 | 0.73 | 9.49 | -- | 0.493 | -2.74 | -- | -- | -0.396 | 8.61 | 9.287 | 11 | -- | -- |
279.91 | 0.782 | 9.49 | 0.105 | -- | -- | -- | -- | -0.348 | -- | -- | -- | -- | -- |
265.56 | 0.762 | 9.48 | -- | 0.517 | -- | -- | -- | -0.365 | 8.02 | -- | -- | -- | -- |
259.4 | 0.75 | 9.5 | -- | -- | -2.79 | -- | -- | -0.393 | -- | 9.3 | 11 | -- | -- |
280.2 | 0.781 | 9.5 | -- | -- | -- | -- | -- | -0.359 | -- | -- | -- | -- | -- |
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 | 229.39 | humidity | 80 | 14400 | < th | dose independent | rect. | 9 | 2 |
4 | 230.25 | humidity | 80 | 14400 | > th | dose independent | rect. | 9 | 2 |
5 | 230.25 | humidity | 90 | 14400 | > th | dose dependent | rect. | 7 | 3 |
6 | 230.55 | wind | 9 | 14400 | > th | dose dependent | rect. | 10 | 1 |
7 | 230.56 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 1 |
10 | 230.86 | humidity | 80 | 14400 | < th | dose independent | rect. | 8 | 6 |
14 | 231.06 | wind | 9 | 14400 | < th | dose independent | rect. | 10 | 1 |
25 | 231.56 | humidity | 70 | 14400 | > th | dose dependent | rect. | 8 | 7 |
29 | 231.62 | humidity | 70 | 14400 | > th | dose dependent | rect. | 9 | 3 |
31 | 231.65 | humidity | 70 | 14400 | > th | dose dependent | rect. | 10 | 1 |
33 | 231.69 | humidity | 80 | 14400 | > th | dose independent | rect. | 7 | 10 |
62 | 232.09 | humidity | 90 | 14400 | > th | dose dependent | rect. | 7 | 10 |
65 | 232.10 | humidity | 90 | 14400 | > th | dose dependent | rect. | 7 | 7 |
69 | 232.12 | humidity | 50 | 14400 | > th | dose dependent | rect. | 14 | 1 |
70 | 232.12 | humidity | 60 | 14400 | > th | dose dependent | rect. | 11 | 6 |
82 | 232.27 | wind | 9 | 14400 | > th | dose independent | rect. | 10 | 1 |
84 | 232.28 | humidity | 90 | 14400 | < th | dose dependent | rect. | 14 | 1 |
149 | 232.73 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 4 |
181 | 232.92 | wind | 3 | 43200 | < th | dose dependent | rect. | 6 | 2 |
199 | 233.05 | wind | 3 | 14400 | < th | dose dependent | rect. | 2 | 2 |
205 | 233.08 | humidity | 80 | 14400 | < th | dose independent | sin | 0 | NA |
217 | 233.13 | humidity | 80 | 14400 | > th | dose independent | sin | 1 | NA |
265 | 233.38 | humidity | 70 | 14400 | > th | dose dependent | sin | 0 | NA |
284 | 233.48 | humidity | 80 | 14400 | > th | dose dependent | rect. | 16 | 1 |
351 | 233.76 | wind | 3 | 43200 | < th | dose dependent | rect. | 22 | 11 |
388 | 233.89 | humidity | 80 | 14400 | > th | dose independent | rect. | 14 | 3 |
399 | 233.92 | humidity | 80 | 14400 | > th | dose independent | rect. | 16 | 1 |
402 | 233.93 | humidity | 80 | 14400 | > th | dose independent | rect. | 13 | 5 |
417 | 233.98 | wind | 3 | 43200 | < th | dose independent | rect. | 6 | 2 |
573 | 234.48 | wind | 3 | 14400 | < th | dose dependent | rect. | 23 | 6 |
600 | 234.56 | humidity | 80 | 14400 | < th | dose independent | rect. | 16 | 1 |
737 | 234.87 | wind | 3 | 43200 | > th | dose independent | rect. | 6 | 2 |
754 | 234.92 | humidity | 80 | 14400 | < th | dose independent | rect. | 13 | 4 |
798 | 235.01 | wind | 1 | 14400 | > th | dose dependent | rect. | 8 | 1 |
858 | 235.15 | wind | 3 | 43200 | < th | dose dependent | sin | 7 | NA |
877 | 235.19 | humidity | 90 | 14400 | > th | dose independent | rect. | 13 | 8 |
897 | 235.25 | humidity | 80 | 43200 | > th | dose independent | rect. | 4 | 3 |
972 | 235.38 | humidity | 90 | 14400 | < th | dose dependent | sin | 23 | NA |
982 | 235.41 | humidity | 90 | 14400 | > th | dose independent | rect. | 7 | 1 |