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Os02g0595500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to NAD-dependent isocitrate dehydrogenase precursor (EC 1.1.1.41).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16.18 | 0.189 | 10.8 | 0.256 | 1.16 | -0.158 | -0.0193 | 3.63 | 0.00763 | 7.04 | 29.28 | 4014 | -- | -- |
16.83 | 0.191 | 10.9 | -0.3 | 1.16 | 0.278 | 0.048 | -- | -0.00439 | 6.99 | 29.61 | 4311 | -- | -- |
16.18 | 0.187 | 10.8 | 0.246 | 1.16 | -0.147 | -- | 3.54 | 0.0104 | 7.05 | 29.2 | 4013 | -- | -- |
16.75 | 0.191 | 10.9 | -0.338 | 1.17 | 0.279 | -- | -- | -0.0131 | 7.04 | 29.32 | 4324 | -- | -- |
86.5 | 0.433 | 10.8 | 0.545 | -- | -0.3 | -- | 4.61 | 0.0701 | -- | 28.59 | 4004 | -- | -- |
19.47 | 0.207 | 10.9 | -0.269 | 1.17 | -- | -0.0151 | -- | -0.0543 | 6.97 | -- | -- | -- | -- |
19.47 | 0.207 | 10.9 | -0.269 | 1.17 | -- | -- | -- | -0.0543 | 6.97 | -- | -- | -- | -- |
88.35 | 0.438 | 10.9 | -0.323 | -- | 0.289 | -- | -- | -0.00448 | -- | 28.37 | 4279 | -- | -- |
19.64 | 0.206 | 10.8 | -- | 1.16 | 0.216 | -- | -- | 0.00951 | 7.04 | 29.35 | 4307 | -- | -- |
91.29 | 0.446 | 10.9 | -0.245 | -- | -- | -- | -- | -0.0326 | -- | -- | -- | -- | -- |
21.38 | 0.216 | 10.9 | -- | 1.17 | -- | -- | -- | -0.0243 | 6.98 | -- | -- | -- | -- |
90.78 | 0.444 | 10.9 | -- | -- | 0.191 | -- | -- | -0.0199 | -- | 27.4 | 5672 | -- | -- |
92.87 | 0.45 | 10.9 | -- | -- | -- | -- | -- | -0.00542 | -- | -- | -- | -- | -- |
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 | 14.89 | temperature | 25 | 4320 | > th | dose dependent | rect. | 5 | 2 |
10 | 15.46 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 2 |
14 | 15.47 | temperature | 25 | 4320 | < th | dose independent | rect. | 5 | 1 |
20 | 15.57 | temperature | 25 | 4320 | > th | dose dependent | rect. | 22 | 10 |
37 | 15.74 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 1 |
39 | 15.74 | temperature | 25 | 4320 | > th | dose independent | rect. | 1 | 7 |
52 | 15.82 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 1 |
69 | 15.89 | temperature | 25 | 4320 | > th | dose dependent | rect. | 21 | 4 |
72 | 15.90 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 4 |
74 | 15.91 | temperature | 30 | 1440 | > th | dose independent | rect. | 12 | 2 |
75 | 15.91 | temperature | 30 | 1440 | < th | dose independent | rect. | 4 | 10 |
80 | 15.91 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 16 |
89 | 15.92 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 6 |
99 | 15.94 | temperature | 30 | 4320 | < th | dose independent | rect. | 11 | 1 |
100 | 15.94 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 5 |
101 | 15.94 | temperature | 30 | 1440 | > th | dose independent | rect. | 8 | 7 |
120 | 15.96 | temperature | 30 | 1440 | < th | dose independent | sin | 6 | NA |
122 | 15.96 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 4 |
197 | 15.99 | temperature | 30 | 1440 | > th | dose independent | sin | 5 | NA |
204 | 15.99 | temperature | 30 | 4320 | > th | dose dependent | rect. | 11 | 1 |
254 | 16.03 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 13 |
317 | 16.07 | temperature | 30 | 1440 | < th | dose independent | rect. | 16 | 23 |
322 | 16.08 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 8 |
342 | 16.08 | temperature | 30 | 1440 | > th | dose independent | rect. | 16 | 23 |
350 | 16.09 | temperature | 25 | 4320 | > th | dose dependent | sin | 10 | NA |
428 | 16.12 | temperature | 30 | 4320 | < th | dose independent | rect. | 15 | 21 |
464 | 16.13 | temperature | 30 | 4320 | > th | dose independent | rect. | 15 | 21 |
468 | 16.13 | radiation | 20 | 30 | < th | dose dependent | rect. | 6 | 12 |
488 | 16.15 | radiation | 1 | 43200 | < th | dose dependent | rect. | 20 | 7 |
525 | 16.16 | temperature | 30 | 4320 | > th | dose dependent | sin | 7 | NA |
567 | 16.18 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
661 | 16.18 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 23 |
687 | 16.19 | wind | 1 | 4320 | < th | dose independent | rect. | 4 | 1 |
708 | 16.20 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
731 | 16.20 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 14 |
764 | 16.20 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 19 |
781 | 16.20 | temperature | 30 | 1440 | < th | dose independent | rect. | 8 | 21 |
915 | 16.22 | temperature | 30 | 1440 | > th | dose independent | rect. | 12 | 23 |