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Os08g0390000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Moesin 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.38 | 0.227 | 11.9 | 0.314 | 0.25 | 0.158 | 0.513 | -0.968 | 0.29 | 19.1 | 20.5 | 504 | -- | -- |
24.37 | 0.23 | 11.9 | 0.375 | 0.265 | 0.509 | 0.234 | -- | 0.3 | 18.8 | 18.4 | 2164 | -- | -- |
23.99 | 0.228 | 11.9 | 0.334 | 0.25 | 0.177 | -- | -0.812 | 0.297 | 18.9 | 20.6 | 504 | -- | -- |
24.45 | 0.23 | 11.9 | 0.364 | 0.263 | 0.533 | -- | -- | 0.301 | 18.7 | 18.4 | 2065 | -- | -- |
26.97 | 0.242 | 11.9 | 0.243 | -- | 0.248 | -- | -0.982 | 0.262 | -- | 19.1 | 2100 | -- | -- |
28.02 | 0.248 | 11.9 | 0.578 | 0.267 | -- | 0.189 | -- | 0.383 | 19 | -- | -- | -- | -- |
28.11 | 0.248 | 11.9 | 0.574 | 0.268 | -- | -- | -- | 0.384 | 19 | -- | -- | -- | -- |
28.01 | 0.247 | 11.9 | 0.352 | -- | 0.56 | -- | -- | 0.293 | -- | 18.48 | 2052 | -- | -- |
26.1 | 0.238 | 11.9 | -- | 0.264 | 0.889 | -- | -- | 0.261 | 18.9 | 16.8 | 7280 | -- | -- |
31.88 | 0.264 | 11.9 | 0.569 | -- | -- | -- | -- | 0.379 | -- | -- | -- | -- | -- |
36.8 | 0.284 | 11.9 | -- | 0.262 | -- | -- | -- | 0.32 | 19.1 | -- | -- | -- | -- |
29.83 | 0.254 | 11.9 | -- | -- | 0.855 | -- | -- | 0.247 | -- | 16.72 | 7747 | -- | -- |
40.42 | 0.297 | 11.9 | -- | -- | -- | -- | -- | 0.316 | -- | -- | -- | -- | -- |
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 | 22.05 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
2 | 22.05 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
3 | 22.13 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 2 |
4 | 22.15 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 3 |
6 | 22.20 | radiation | 1 | 1440 | < th | dose independent | rect. | 10 | 4 |
7 | 22.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 4 |
14 | 22.35 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 2 |
73 | 23.21 | humidity | 70 | 14400 | < th | dose dependent | rect. | 21 | 1 |
94 | 23.46 | humidity | 70 | 43200 | > th | dose dependent | rect. | 18 | 7 |
99 | 23.51 | temperature | 20 | 720 | < th | dose independent | rect. | 10 | 20 |
103 | 23.53 | humidity | 70 | 43200 | > th | dose dependent | rect. | 20 | 3 |
112 | 23.57 | temperature | 20 | 270 | > th | dose independent | rect. | 9 | 22 |
117 | 23.59 | radiation | 10 | 4320 | > th | dose dependent | rect. | 6 | 1 |
122 | 23.60 | humidity | 70 | 43200 | > th | dose dependent | rect. | 21 | 1 |
163 | 23.72 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 1 |
181 | 23.76 | radiation | 10 | 4320 | > th | dose independent | rect. | 5 | 2 |
196 | 23.77 | humidity | 50 | 43200 | > th | dose independent | rect. | 7 | 1 |
197 | 23.77 | humidity | 50 | 43200 | < th | dose independent | rect. | 7 | 2 |
199 | 23.77 | humidity | 50 | 43200 | < th | dose dependent | rect. | 7 | 2 |
202 | 23.78 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 1 |
210 | 23.79 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 6 |
212 | 23.79 | humidity | 50 | 43200 | < th | dose independent | rect. | 20 | 13 |
222 | 23.80 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 22 |
237 | 23.81 | humidity | 50 | 43200 | < th | dose dependent | rect. | 20 | 13 |
238 | 23.82 | humidity | 70 | 14400 | < th | dose independent | rect. | 21 | 1 |
239 | 23.82 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 12 | 1 |
259 | 23.83 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 12 | 13 |
260 | 23.83 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 15 |
269 | 23.85 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 6 |
281 | 23.86 | temperature | 20 | 720 | < th | dose independent | sin | 14 | NA |
291 | 23.87 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
293 | 23.87 | humidity | 50 | 43200 | > th | dose independent | rect. | 20 | 13 |
316 | 23.90 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 2 |
318 | 23.90 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 8 |
326 | 23.91 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
328 | 23.91 | radiation | 30 | 4320 | < th | dose independent | rect. | 21 | 11 |
329 | 23.91 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 2 | 13 |
334 | 23.92 | humidity | 90 | 14400 | > th | dose independent | rect. | 5 | 2 |
345 | 23.92 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
349 | 23.92 | humidity | 60 | 43200 | > th | dose dependent | sin | 14 | NA |
368 | 23.93 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 18 | NA |
396 | 23.94 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 14 | 1 |
397 | 23.94 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 13 | 3 |
413 | 23.95 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 23 |
425 | 23.96 | temperature | 20 | 720 | < th | dose independent | rect. | 4 | 22 |
438 | 23.97 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 12 | 3 |
446 | 23.97 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 23 |
459 | 23.98 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 3 | 12 |
461 | 23.98 | wind | 1 | 43200 | > th | dose independent | rect. | 6 | 19 |
474 | 23.99 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
489 | 23.99 | temperature | 20 | 720 | > th | dose independent | rect. | 22 | 23 |
501 | 24.00 | radiation | 1 | 4320 | > th | dose independent | rect. | 9 | 1 |
505 | 24.00 | wind | 1 | 43200 | < th | dose independent | rect. | 6 | 19 |
529 | 24.01 | temperature | 20 | 720 | > th | dose independent | rect. | 14 | 23 |
534 | 24.02 | humidity | 50 | 43200 | > th | dose independent | rect. | 21 | 2 |
547 | 24.02 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 2 |
557 | 24.03 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
562 | 24.03 | humidity | 50 | 43200 | > th | dose independent | rect. | 21 | 6 |
577 | 24.03 | radiation | 10 | 1440 | < th | dose independent | rect. | 11 | 16 |
611 | 24.04 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 23 |
651 | 24.06 | atmosphere | 995 | 43200 | < th | dose independent | sin | 4 | NA |
654 | 24.06 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 2 |
683 | 24.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 1 |
684 | 24.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
689 | 24.07 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 11 |
690 | 24.07 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 11 |
697 | 24.07 | humidity | 80 | 43200 | > th | dose independent | rect. | 11 | 22 |
702 | 24.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 11 |
707 | 24.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 17 | 15 |
740 | 24.09 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 4 |
741 | 24.09 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 6 |
744 | 24.09 | humidity | 50 | 43200 | > th | dose independent | rect. | 2 | 7 |
749 | 24.09 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 9 |
750 | 24.09 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 9 |
765 | 24.09 | humidity | 80 | 43200 | > th | dose independent | rect. | 11 | 20 |
772 | 24.09 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 23 |
796 | 24.10 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 16 |
811 | 24.10 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 9 |
827 | 24.11 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 6 |
870 | 24.12 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 4 |
884 | 24.12 | humidity | 50 | 43200 | > th | dose independent | rect. | 20 | 9 |
891 | 24.12 | wind | 9 | 43200 | < th | dose independent | rect. | 17 | 16 |
894 | 24.12 | wind | 9 | 43200 | < th | dose independent | rect. | 17 | 18 |
899 | 24.12 | wind | 9 | 43200 | > th | dose dependent | sin | 12 | NA |
929 | 24.13 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 3 |
939 | 24.13 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 15 |
946 | 24.13 | humidity | 80 | 43200 | < th | dose independent | rect. | 11 | 22 |
960 | 24.14 | wind | 9 | 43200 | > th | dose independent | sin | 11 | NA |
972 | 24.14 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 10 | 12 |
985 | 24.14 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 4 |