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Os11g0308800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein kinase-like domain containing 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
226.06 | 0.706 | 3.26 | -0.256 | 0.489 | 1.56 | -0.457 | -4.21 | 0.209 | 19 | 30.1 | 420 | -- | -- |
227.35 | 0.702 | 3.22 | 0.0826 | 0.539 | 1.13 | -0.545 | -- | 0.247 | 19 | 30.6 | 450 | -- | -- |
226.55 | 0.701 | 3.27 | -0.267 | 0.505 | 1.55 | -- | -4.47 | 0.208 | 18.9 | 30.1 | 414 | -- | -- |
228.01 | 0.703 | 3.22 | 0.141 | 0.566 | 1.07 | -- | -- | 0.259 | 18.6 | 30.6 | 451 | -- | -- |
233.51 | 0.712 | 3.28 | -0.397 | -- | 1.76 | -- | -4.15 | 0.0686 | -- | 29.5 | 478 | -- | -- |
251.01 | 0.743 | 3.24 | 0.271 | 0.875 | -- | 0.137 | -- | 0.173 | 18.4 | -- | -- | -- | -- |
251.06 | 0.742 | 3.24 | 0.269 | 0.876 | -- | -- | -- | 0.174 | 18.5 | -- | -- | -- | -- |
234.61 | 0.713 | 3.23 | 0.061 | -- | 1.33 | -- | -- | 0.117 | -- | 29.45 | 492 | -- | -- |
228.37 | 0.704 | 3.22 | -- | 0.541 | 1.08 | -- | -- | 0.244 | 18.6 | 30.4 | 459 | -- | -- |
290.93 | 0.797 | 3.23 | 0.246 | -- | -- | -- | -- | 0.156 | -- | -- | -- | -- | -- |
252.96 | 0.744 | 3.25 | -- | 0.872 | -- | -- | -- | 0.144 | 18.5 | -- | -- | -- | -- |
234.71 | 0.714 | 3.24 | -- | -- | 1.34 | -- | -- | 0.11 | -- | 29.43 | 492 | -- | -- |
292.54 | 0.798 | 3.23 | -- | -- | -- | -- | -- | 0.128 | -- | -- | -- | -- | -- |
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 | 219.11 | temperature | 20 | 270 | > th | dose dependent | rect. | 12 | 8 |
2 | 219.18 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 14 |
32 | 220.34 | humidity | 90 | 1440 | < th | dose independent | rect. | 11 | 2 |
36 | 220.47 | temperature | 20 | 1440 | > th | dose independent | rect. | 10 | 5 |
55 | 221.33 | temperature | 20 | 10 | > th | dose dependent | rect. | 14 | 8 |
64 | 221.69 | humidity | 90 | 1440 | > th | dose independent | rect. | 12 | 1 |
66 | 221.71 | humidity | 90 | 1440 | > th | dose dependent | rect. | 12 | 1 |
70 | 221.74 | temperature | 25 | 270 | > th | dose dependent | sin | 17 | NA |
101 | 222.69 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 2 |
106 | 222.75 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 1 |
111 | 222.79 | temperature | 30 | 270 | < th | dose independent | rect. | 9 | 14 |
114 | 222.81 | wind | 9 | 4320 | > th | dose independent | rect. | 3 | 1 |
146 | 222.81 | wind | 9 | 4320 | > th | dose dependent | rect. | 3 | 1 |
255 | 223.88 | wind | 1 | 270 | < th | dose dependent | rect. | 7 | 1 |
258 | 223.91 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 1 |
270 | 223.97 | temperature | 20 | 1440 | < th | dose independent | rect. | 15 | 3 |
322 | 224.49 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 13 |
330 | 224.57 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 11 |
339 | 224.67 | temperature | 30 | 270 | > th | dose independent | rect. | 12 | 6 |
345 | 224.73 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 1 |
370 | 224.84 | temperature | 25 | 270 | > th | dose dependent | rect. | 15 | 1 |
384 | 225.03 | temperature | 30 | 90 | < th | dose dependent | rect. | 12 | 13 |
464 | 225.79 | temperature | 20 | 720 | < th | dose dependent | rect. | 7 | 1 |
508 | 226.21 | temperature | 20 | 1440 | < th | dose dependent | rect. | 19 | 1 |
518 | 226.31 | wind | 1 | 720 | < th | dose independent | rect. | 7 | 1 |
574 | 226.90 | temperature | 30 | 270 | < th | dose independent | rect. | 12 | 12 |
578 | 226.93 | temperature | 30 | 270 | > th | dose independent | sin | 17 | NA |
590 | 227.10 | temperature | 20 | 1440 | < th | dose dependent | rect. | 17 | 1 |
593 | 227.13 | temperature | 30 | 270 | < th | dose independent | sin | 17 | NA |
630 | 227.31 | temperature | 30 | 270 | < th | dose independent | rect. | 3 | 23 |
632 | 227.31 | temperature | 20 | 1440 | < th | dose dependent | rect. | 17 | 3 |
664 | 227.52 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 8 |
676 | 227.57 | temperature | 30 | 270 | > th | dose independent | rect. | 15 | 1 |
716 | 227.94 | temperature | 25 | 10 | > th | dose independent | rect. | 14 | 8 |
724 | 228.01 | temperature | 30 | 90 | < th | dose dependent | sin | 17 | NA |
738 | 228.09 | temperature | 30 | 10 | < th | dose dependent | sin | 16 | NA |
748 | 228.15 | wind | 1 | 720 | < th | dose independent | rect. | 6 | 3 |
749 | 228.15 | temperature | 25 | 10 | > th | dose independent | rect. | 14 | 6 |
762 | 228.20 | temperature | 20 | 720 | < th | dose independent | rect. | 7 | 1 |
802 | 228.47 | temperature | 30 | 270 | < th | dose independent | rect. | 16 | 23 |
833 | 228.70 | atmosphere | 1005 | 43200 | < th | dose dependent | rect. | 16 | 3 |
838 | 228.73 | atmosphere | 1005 | 43200 | < th | dose dependent | rect. | 16 | 1 |
877 | 228.90 | humidity | 80 | 270 | < th | dose dependent | rect. | 13 | 6 |
878 | 228.90 | temperature | 20 | 720 | < th | dose dependent | rect. | 7 | 8 |
928 | 229.03 | radiation | 20 | 270 | > th | dose dependent | rect. | 15 | 16 |
929 | 229.04 | radiation | 20 | 270 | > th | dose dependent | rect. | 15 | 2 |
967 | 229.14 | temperature | 30 | 720 | < th | dose independent | rect. | 22 | 17 |