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Os08g0130600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : BTB 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
73.3 | 0.402 | 7.66 | 2.17 | 0.442 | 0.4 | 0.487 | 2.88 | 0.443 | 11.6 | 38.4 | 4805 | -- | -- |
83.22 | 0.425 | 7.63 | 2.12 | 0.422 | 0.3 | 0.515 | -- | 0.438 | 11.5 | 36.95 | 12161 | -- | -- |
74.3 | 0.401 | 7.66 | 2.19 | 0.44 | 0.378 | -- | 3 | 0.446 | 11.7 | 38.39 | 4732 | -- | -- |
84.03 | 0.427 | 7.65 | 2.06 | 0.445 | 0.307 | -- | -- | 0.367 | 11.8 | 33.11 | 12180 | -- | -- |
86.31 | 0.433 | 7.66 | 2.18 | -- | 0.424 | -- | 2.8 | 0.442 | -- | 37.98 | 4694 | -- | -- |
85.44 | 0.433 | 7.63 | 1.96 | 0.422 | -- | 0.547 | -- | 0.465 | 11.8 | -- | -- | -- | -- |
86.74 | 0.436 | 7.63 | 1.98 | 0.42 | -- | -- | -- | 0.467 | 11.8 | -- | -- | -- | -- |
95.11 | 0.454 | 7.66 | 2.05 | -- | 0.294 | -- | -- | 0.382 | -- | 29.96 | 12004 | -- | -- |
86.6 | 0.433 | 7.77 | -- | 0.442 | -1.71 | -- | -- | -0.17 | 11.8 | 57.13 | 47520 | -- | -- |
97.83 | 0.462 | 7.64 | 1.97 | -- | -- | -- | -- | 0.462 | -- | -- | -- | -- | -- |
190.07 | 0.645 | 7.68 | -- | 0.397 | -- | -- | -- | 0.247 | 11.5 | -- | -- | -- | -- |
98.89 | 0.463 | 7.78 | -- | -- | -1.69 | -- | -- | -0.169 | -- | 57.11 | 47520 | -- | -- |
199.96 | 0.66 | 7.69 | -- | -- | -- | -- | -- | 0.244 | -- | -- | -- | -- | -- |
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 | 68.08 | temperature | 30.0 | 30 | < th | dose independent | rect. | 8 | 21 |
4 | 69.27 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 8 |
9 | 69.94 | temperature | 30.0 | 270 | < th | dose independent | rect. | 6 | 22 |
33 | 71.49 | temperature | 30.0 | 30 | < th | dose independent | rect. | 11 | 18 |
42 | 71.87 | radiation | 1.0 | 10 | < th | dose dependent | sin | 11 | NA |
46 | 72.06 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 16 |
54 | 72.29 | wind | 7.0 | 43200 | < th | dose independent | rect. | 5 | 4 |
58 | 72.47 | radiation | 30.0 | 10 | < th | dose independent | rect. | 5 | 14 |
60 | 72.52 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 19 | 9 |
62 | 72.54 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 15 | 12 |
63 | 72.55 | temperature | 15.0 | 90 | > th | dose independent | rect. | 19 | 9 |
65 | 72.56 | radiation | 20.0 | 1440 | > th | dose dependent | rect. | 16 | 15 |
68 | 72.62 | radiation | 20.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
83 | 72.66 | wind | 7.0 | 43200 | > th | dose independent | rect. | 5 | 4 |
85 | 72.67 | radiation | 1.0 | 270 | < th | dose independent | rect. | 17 | 10 |
96 | 72.77 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 15 |
98 | 72.77 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 15 |
112 | 72.89 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 9 |
114 | 72.90 | humidity | 70.0 | 90 | > th | dose independent | rect. | 19 | 9 |
117 | 72.93 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 9 |
118 | 72.93 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 9 |
121 | 72.93 | radiation | 1.0 | 90 | < th | dose independent | rect. | 19 | 9 |
126 | 72.93 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 15 |
127 | 72.93 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 4 | 15 |
128 | 72.93 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 9 |
139 | 73.02 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 14 | 19 |
143 | 73.07 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 3 | 8 |
144 | 73.08 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 5 | 3 |
146 | 73.11 | temperature | 15.0 | 10 | > th | dose independent | rect. | 8 | 21 |
147 | 73.11 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
150 | 73.14 | radiation | 40.0 | 4320 | < th | dose independent | sin | 12 | NA |
156 | 73.18 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 5 | 4 |
157 | 73.20 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 15 |
160 | 73.21 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 4 | 10 |
161 | 73.22 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
167 | 73.24 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 2 | 10 |
174 | 73.26 | radiation | 30.0 | 4320 | > th | dose dependent | rect. | 14 | 19 |
175 | 73.27 | wind | 7.0 | 43200 | < th | dose independent | rect. | 6 | 2 |
181 | 73.28 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 2 |
186 | 73.29 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
196 | 73.32 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
198 | 73.33 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 9 |
200 | 73.33 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 9 |
203 | 73.34 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 8 | 21 |
204 | 73.34 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
212 | 73.39 | radiation | 1.0 | 10 | < th | dose independent | sin | 11 | NA |
230 | 73.46 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 1 |
232 | 73.46 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
235 | 73.49 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 5 | 3 |
242 | 73.51 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 11 | 16 |
252 | 73.55 | radiation | 30.0 | 4320 | > th | dose dependent | sin | 12 | NA |
259 | 73.57 | humidity | 70.0 | 10 | > th | dose independent | rect. | 19 | 10 |
262 | 73.57 | wind | 9.0 | 90 | < th | dose dependent | rect. | 19 | 9 |
264 | 73.58 | radiation | 10.0 | 270 | < th | dose independent | rect. | 4 | 2 |
265 | 73.59 | radiation | 30.0 | 30 | < th | dose independent | rect. | 5 | 3 |
268 | 73.62 | humidity | 70.0 | 30 | > th | dose independent | rect. | 5 | 3 |
269 | 73.62 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 14 | 7 |
274 | 73.62 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 14 | 15 |
280 | 73.63 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 14 | 3 |
289 | 73.63 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 12 | 22 |
290 | 73.64 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 3 | 6 |
302 | 73.66 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 21 |
316 | 73.70 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
318 | 73.70 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 4 | NA |
320 | 73.71 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 21 |
327 | 73.72 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 2 | NA |
332 | 73.74 | radiation | 1.0 | 10 | > th | dose independent | sin | 11 | NA |
338 | 73.75 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 18 | 10 |
340 | 73.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 17 |
343 | 73.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 17 |
348 | 73.79 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 15 |
361 | 73.82 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 1 | 14 |
362 | 73.82 | radiation | 40.0 | 4320 | > th | dose dependent | sin | 15 | NA |
367 | 73.82 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 2 | 18 |
368 | 73.83 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 7 |
387 | 73.84 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 9 | 18 |
405 | 73.88 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 9 |
415 | 73.89 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
418 | 73.90 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 20 | 9 |
433 | 73.93 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
434 | 73.93 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 12 | 3 |
442 | 73.94 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 7 |
444 | 73.94 | radiation | 30.0 | 4320 | > th | dose dependent | rect. | 14 | 3 |
485 | 73.97 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 7 |
500 | 73.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 22 |
503 | 74.00 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
516 | 74.02 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
522 | 74.03 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
545 | 74.05 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 14 |
548 | 74.06 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 3 |
559 | 74.06 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 7 | 21 |
567 | 74.08 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 19 | 9 |
576 | 74.09 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 4 | 11 |
578 | 74.09 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 15 | 17 |
580 | 74.10 | temperature | 15.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
590 | 74.10 | radiation | 1.0 | 270 | < th | dose independent | rect. | 11 | 16 |
600 | 74.11 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 14 |
604 | 74.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 7 | 20 |
615 | 74.13 | wind | 7.0 | 10 | < th | dose independent | rect. | 5 | 3 |
617 | 74.13 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 3 |
619 | 74.13 | temperature | 30.0 | 10 | < th | dose independent | rect. | 5 | 3 |
620 | 74.13 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 3 |
622 | 74.13 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 5 | 3 |
623 | 74.13 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 5 | 3 |
630 | 74.14 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 20 | 9 |
632 | 74.14 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 22 |
638 | 74.14 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 14 | 19 |
644 | 74.15 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 1 | 5 |
651 | 74.16 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 15 |
694 | 74.19 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 5 | 3 |
696 | 74.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 7 |
705 | 74.19 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 5 | 3 |
708 | 74.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 7 |
735 | 74.21 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 7 |
745 | 74.22 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 7 |
748 | 74.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 17 |
749 | 74.22 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 4 | 2 |
776 | 74.25 | radiation | 10.0 | 1440 | < th | dose independent | sin | 14 | NA |
783 | 74.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 1 |
786 | 74.26 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 1 |
787 | 74.26 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 3 |
790 | 74.26 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 18 | 12 |
794 | 74.27 | humidity | 90.0 | 43200 | < th | dose independent | sin | 5 | NA |
804 | 74.28 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 4 | 2 |
825 | 74.29 | radiation | 40.0 | 4320 | > th | dose dependent | no | NA | NA |
833 | 74.29 | radiation | 40.0 | 4320 | > th | dose dependent | rect. | 7 | 8 |
979 | 74.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 2 |
981 | 74.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 2 |
998 | 74.30 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 18 |