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Os07g0101500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Sterol 4-alpha-methyl-oxidase (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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29.12 | 0.254 | 10.1 | 0.212 | 1.05 | 0.254 | -0.959 | -0.0441 | -0.295 | 22.4 | 25.8 | 26 | -- | -- |
28.95 | 0.253 | 10.1 | 0.231 | 1.06 | 0.252 | -0.951 | -- | -0.289 | 22.4 | 25.8 | 25 | -- | -- |
32.27 | 0.267 | 10.1 | 0.335 | 1.06 | 0.247 | -- | 0.292 | -0.265 | 22.4 | 25.7 | 26 | -- | -- |
32.62 | 0.268 | 10.1 | 0.268 | 1.06 | 0.255 | -- | -- | -0.284 | 22.4 | 25.8 | 28 | -- | -- |
75.54 | 0.405 | 10.1 | 0.0686 | -- | 0.677 | -- | -0.393 | -0.489 | -- | 25.22 | 714 | -- | -- |
32.98 | 0.269 | 10.1 | 0.295 | 0.987 | -- | -0.992 | -- | -0.208 | 21.7 | -- | -- | -- | -- |
36.69 | 0.284 | 10.1 | 0.333 | 0.993 | -- | -- | -- | -0.206 | 21.6 | -- | -- | -- | -- |
76.53 | 0.407 | 10.1 | 0.151 | -- | 0.633 | -- | -- | -0.44 | -- | 25.3 | 710 | -- | -- |
34.37 | 0.273 | 10.1 | -- | 1.05 | 0.3 | -- | -- | -0.345 | 22.5 | 25.7 | 38 | -- | -- |
95.1 | 0.456 | 10.1 | 0.341 | -- | -- | -- | -- | -0.208 | -- | -- | -- | -- | -- |
39.62 | 0.294 | 10.1 | -- | 0.994 | -- | -- | -- | -0.243 | 21.6 | -- | -- | -- | -- |
77.1 | 0.409 | 10.1 | -- | -- | 0.658 | -- | -- | -0.463 | -- | 25.3 | 710 | -- | -- |
98.17 | 0.462 | 10.1 | -- | -- | -- | -- | -- | -0.246 | -- | -- | -- | -- | -- |
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 | 27.52 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 20 |
2 | 27.56 | temperature | 30 | 10 | < th | dose dependent | rect. | 2 | 16 |
7 | 27.75 | temperature | 30 | 10 | < th | dose dependent | rect. | 2 | 14 |
10 | 27.83 | temperature | 25 | 30 | < th | dose independent | rect. | 2 | 16 |
13 | 27.84 | temperature | 30 | 10 | < th | dose dependent | rect. | 2 | 18 |
22 | 27.88 | temperature | 15 | 10 | > th | dose dependent | rect. | 7 | 17 |
28 | 27.98 | temperature | 25 | 30 | > th | dose independent | rect. | 6 | 11 |
32 | 28.00 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 11 |
34 | 28.03 | temperature | 25 | 30 | > th | dose independent | sin | 0 | NA |
94 | 28.32 | temperature | 25 | 30 | < th | dose independent | sin | 0 | NA |
113 | 28.37 | temperature | 30 | 10 | < th | dose dependent | sin | 1 | NA |
163 | 28.49 | temperature | 10 | 10 | > th | dose dependent | sin | 1 | NA |
186 | 28.53 | temperature | 30 | 10 | < th | dose dependent | rect. | 24 | 21 |
219 | 28.59 | temperature | 30 | 10 | < th | dose dependent | rect. | 24 | 18 |
245 | 28.63 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 10 |
303 | 28.72 | temperature | 25 | 90 | < th | dose independent | rect. | 11 | 8 |
312 | 28.74 | temperature | 25 | 90 | < th | dose independent | rect. | 11 | 6 |
320 | 28.74 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 7 |
329 | 28.75 | temperature | 30 | 10 | < th | dose dependent | rect. | 24 | 23 |
342 | 28.78 | temperature | 25 | 30 | > th | dose independent | rect. | 1 | 16 |
347 | 28.79 | temperature | 25 | 30 | > th | dose independent | rect. | 23 | 18 |
535 | 29.03 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 20 |
554 | 29.06 | temperature | 25 | 30 | > th | dose independent | rect. | 23 | 20 |
626 | 29.16 | temperature | 25 | 720 | < th | dose dependent | rect. | 9 | 4 |
642 | 29.18 | temperature | 25 | 90 | > th | dose independent | rect. | 6 | 18 |
674 | 29.21 | temperature | 15 | 10 | > th | dose dependent | rect. | 3 | 23 |
703 | 29.24 | temperature | 25 | 30 | > th | dose independent | rect. | 6 | 20 |
795 | 29.31 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 18 |
999 | 29.49 | temperature | 25 | 270 | < th | dose independent | rect. | 11 | 2 |