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Os08g0555200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Nonaspanin (TM9SF) family 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.26 | 0.258 | 11.8 | -1.18 | 0.273 | 60.6 | -0.189 | 126 | 0.197 | 2.61 | 15 | 90 | -- | -- |
30.26 | 0.258 | 12.3 | -0.0961 | 0.273 | 1.11 | -0.189 | -- | 0.197 | 2.61 | 15 | 90 | -- | -- |
30.38 | 0.257 | 11.8 | -1.18 | 0.272 | 60.6 | -- | 126 | 0.198 | 2.51 | 15 | 91 | -- | -- |
30.38 | 0.258 | 12.3 | -0.0899 | 0.272 | 1.08 | -- | -- | 0.198 | 2.51 | 14.47 | 1019 | -- | -- |
34.74 | 0.274 | 11.8 | -1.19 | -- | 60.5 | -- | 125 | 0.204 | -- | 15.06 | 99 | -- | -- |
32.6 | 0.268 | 12.3 | -0.0504 | 0.258 | -- | -0.071 | -- | 0.209 | 2.74 | -- | -- | -- | -- |
32.61 | 0.267 | 12.3 | -0.0486 | 0.257 | -- | -- | -- | 0.209 | 2.68 | -- | -- | -- | -- |
34.69 | 0.276 | 12.3 | -0.0739 | -- | 0.958 | -- | -- | 0.206 | -- | 15.2 | 19 | -- | -- |
30.59 | 0.259 | 12.3 | -- | 0.269 | 1.03 | -- | -- | 0.209 | 2.51 | 14.47 | 1061 | -- | -- |
36.48 | 0.282 | 12.3 | -0.0377 | -- | -- | -- | -- | 0.216 | -- | -- | -- | -- | -- |
32.68 | 0.267 | 12.3 | -- | 0.257 | -- | -- | -- | 0.214 | 2.67 | -- | -- | -- | -- |
34.81 | 0.275 | 12.3 | -- | -- | 0.913 | -- | -- | 0.212 | -- | 15.18 | 28 | -- | -- |
36.52 | 0.282 | 12.3 | -- | -- | -- | -- | -- | 0.22 | -- | -- | -- | -- | -- |
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 | 29.05 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
2 | 29.09 | temperature | 15.0 | 10 | > th | dose independent | rect. | 23 | 23 |
4 | 29.29 | temperature | 15.0 | 30 | > th | dose independent | rect. | 5 | 23 |
5 | 29.32 | temperature | 15.0 | 30 | > th | dose independent | rect. | 21 | 23 |
6 | 29.34 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 7 |
9 | 29.46 | temperature | 15.0 | 720 | > th | dose independent | rect. | 13 | 8 |
12 | 29.55 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 5 |
13 | 29.56 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 10 |
19 | 29.62 | temperature | 15.0 | 720 | > th | dose independent | rect. | 11 | 10 |
23 | 29.62 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 19 | 11 |
33 | 29.68 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 23 | 8 |
34 | 29.71 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 7 |
35 | 29.72 | temperature | 25.0 | 90 | > th | dose independent | rect. | 19 | 8 |
42 | 29.81 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 14 |
47 | 29.83 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 12 |
50 | 29.85 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 5 |
53 | 29.86 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
54 | 29.87 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
55 | 29.87 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 20 | 12 |
56 | 29.87 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
59 | 29.90 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
61 | 29.91 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 3 |
62 | 29.91 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 17 | 4 |
63 | 29.91 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 12 |
66 | 29.92 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 1 | 8 |
73 | 29.95 | humidity | 90.0 | 720 | > th | dose independent | rect. | 12 | 2 |
76 | 29.96 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 16 |
77 | 29.96 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 23 |
80 | 29.97 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 22 |
92 | 30.00 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 16 |
93 | 30.00 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 19 | 3 |
95 | 30.00 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 12 | 8 |
110 | 30.02 | atmosphere | 1015.0 | 1440 | > th | dose dependent | rect. | 24 | 3 |
135 | 30.05 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 24 | 4 |
138 | 30.05 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 7 |
147 | 30.05 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 19 | 13 |
160 | 30.06 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 19 | 11 |
169 | 30.07 | temperature | 20.0 | 90 | < th | dose dependent | sin | 12 | NA |
181 | 30.08 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
184 | 30.08 | temperature | 15.0 | 30 | > th | dose independent | rect. | 7 | 23 |
186 | 30.08 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 12 | 2 |
192 | 30.08 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 12 | 12 |
200 | 30.09 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 3 |
217 | 30.10 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 15 | 1 |
235 | 30.12 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 12 | 5 |
239 | 30.12 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 12 | 5 |
265 | 30.14 | temperature | 15.0 | 720 | > th | dose independent | rect. | 16 | 9 |
266 | 30.14 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 23 |
290 | 30.16 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
300 | 30.17 | temperature | 15.0 | 10 | > th | dose independent | sin | 7 | NA |
340 | 30.17 | temperature | 15.0 | 10 | > th | dose independent | sin | 1 | NA |
362 | 30.17 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 17 | 3 |
374 | 30.18 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 15 | 1 |
380 | 30.18 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 18 | 1 |
381 | 30.18 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
423 | 30.20 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 4 | 1 |
451 | 30.21 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 20 |
477 | 30.22 | temperature | 15.0 | 720 | < th | dose independent | rect. | 18 | 7 |
491 | 30.22 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 23 | 2 |
503 | 30.22 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 1 | 8 |
529 | 30.23 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
553 | 30.23 | temperature | 15.0 | 30 | > th | dose independent | rect. | 3 | 23 |
605 | 30.24 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 15 | 1 |
638 | 30.24 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 15 | 1 |
645 | 30.24 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 8 | 3 |
683 | 30.25 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 12 | 1 |
691 | 30.25 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 18 | 5 |
709 | 30.25 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 12 | 1 |
712 | 30.25 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 6 | 3 |
745 | 30.26 | temperature | 15.0 | 90 | > th | dose independent | no | NA | NA |
747 | 30.26 | temperature | 15.0 | 90 | < th | dose independent | sin | 7 | NA |
795 | 30.26 | temperature | 15.0 | 90 | < th | dose independent | no | NA | NA |
797 | 30.26 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
799 | 30.26 | temperature | 15.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
804 | 30.26 | atmosphere | 1015.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
945 | 30.26 | temperature | 15.0 | 270 | < th | dose independent | rect. | 24 | 10 |