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Os06g0568200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Vacuolar ATPase B subunit.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.63 | 0.186 | 12.7 | 0.0318 | 0.211 | -0.288 | -0.14 | -0.14 | 0.0348 | 6.66 | 38.71 | 1271 | -- | -- |
15.65 | 0.184 | 12.7 | 0.0245 | 0.216 | -0.292 | -0.153 | -- | 0.0342 | 6.72 | 38.71 | 1248 | -- | -- |
15.66 | 0.184 | 12.7 | 0.0273 | 0.216 | -0.285 | -- | -0.156 | 0.0357 | 6.49 | 38.7 | 1239 | -- | -- |
15.7 | 0.185 | 12.7 | 0.0212 | 0.22 | -0.292 | -- | -- | 0.034 | 6.49 | 38.72 | 1239 | -- | -- |
17.98 | 0.197 | 12.7 | 0.029 | -- | -0.272 | -- | -0.174 | 0.0345 | -- | 38.71 | 1287 | -- | -- |
17.78 | 0.198 | 12.7 | 0.0362 | 0.209 | -- | 0.0318 | -- | 0.0844 | 5.49 | -- | -- | -- | -- |
17.78 | 0.197 | 12.7 | 0.0364 | 0.209 | -- | -- | -- | 0.0843 | 5.55 | -- | -- | -- | -- |
18 | 0.198 | 12.7 | 0.0238 | -- | -0.278 | -- | -- | 0.0341 | -- | 38.7 | 1305 | -- | -- |
15.7 | 0.185 | 12.7 | -- | 0.221 | -0.29 | -- | -- | 0.0322 | 6.49 | 38.7 | 1239 | -- | -- |
20.05 | 0.209 | 12.7 | 0.0432 | -- | -- | -- | -- | 0.0894 | -- | -- | -- | -- | -- |
17.81 | 0.197 | 12.7 | -- | 0.21 | -- | -- | -- | 0.0802 | 5.55 | -- | -- | -- | -- |
18.02 | 0.198 | 12.7 | -- | -- | -0.279 | -- | -- | 0.0337 | -- | 38.7 | 1305 | -- | -- |
20.1 | 0.209 | 12.7 | -- | -- | -- | -- | -- | 0.0846 | -- | -- | -- | -- | -- |
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 | 14.62 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
2 | 14.74 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 3 |
4 | 14.95 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 11 | 2 |
5 | 14.97 | wind | 9.0 | 43200 | > th | dose independent | rect. | 11 | 2 |
9 | 15.03 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 15 |
10 | 15.06 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
14 | 15.09 | wind | 9.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
19 | 15.12 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 17 | 17 |
21 | 15.13 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
22 | 15.14 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
24 | 15.15 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 14 |
25 | 15.16 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
42 | 15.19 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 5 | 5 |
55 | 15.20 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
56 | 15.20 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 7 |
57 | 15.20 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
58 | 15.21 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 7 | 3 |
64 | 15.22 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 7 |
65 | 15.23 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 6 |
85 | 15.27 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 6 |
86 | 15.27 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 16 |
88 | 15.28 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 10 |
90 | 15.29 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 16 | 16 |
100 | 15.31 | radiation | 10.0 | 1440 | < th | dose independent | sin | 11 | NA |
114 | 15.32 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
144 | 15.34 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
181 | 15.35 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 1 |
185 | 15.35 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 1 |
205 | 15.36 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 2 |
212 | 15.37 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 2 |
217 | 15.37 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 8 | 6 |
219 | 15.37 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 8 |
231 | 15.39 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 5 |
237 | 15.39 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 22 | 8 |
239 | 15.40 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 1 |
242 | 15.40 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 5 |
255 | 15.40 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 1 |
257 | 15.40 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 5 |
258 | 15.40 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 24 | 8 |
263 | 15.41 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 9 | 1 |
265 | 15.41 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 3 |
268 | 15.41 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 3 |
286 | 15.42 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 13 |
331 | 15.44 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 6 |
342 | 15.45 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 8 |
354 | 15.46 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 15 | 2 |
356 | 15.46 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 21 | 3 |
357 | 15.46 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 7 | 4 |
362 | 15.46 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 21 | 3 |
370 | 15.47 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 2 |
375 | 15.47 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 2 |
376 | 15.47 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 2 |
393 | 15.48 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 9 | NA |
396 | 15.48 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
403 | 15.48 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 9 |
405 | 15.48 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 9 |
406 | 15.49 | radiation | 40.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
430 | 15.49 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
446 | 15.50 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 8 |
463 | 15.51 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
471 | 15.51 | humidity | 90.0 | 10 | > th | dose independent | rect. | 4 | 8 |
477 | 15.51 | temperature | 25.0 | 270 | < th | dose independent | rect. | 1 | 10 |
498 | 15.51 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 2 |
513 | 15.51 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 14 |
533 | 15.52 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 6 |
557 | 15.53 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
575 | 15.53 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 3 | 9 |
602 | 15.54 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 15 | 10 |
614 | 15.54 | radiation | 40.0 | 14400 | > th | dose independent | rect. | 13 | 20 |
649 | 15.55 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 9 |
657 | 15.55 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 15 |
658 | 15.55 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 15 |
675 | 15.55 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 9 |
685 | 15.55 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 15 |
692 | 15.56 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 6 |
700 | 15.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 12 | 12 |
701 | 15.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 12 | 12 |
727 | 15.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 12 | 12 |
733 | 15.57 | radiation | 10.0 | 4320 | > th | dose independent | rect. | 7 | 3 |
824 | 15.58 | radiation | 10.0 | 43200 | > th | dose independent | sin | 5 | NA |
826 | 15.58 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 16 | NA |
836 | 15.58 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 10 |
843 | 15.58 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 15 | 13 |
845 | 15.58 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 12 | 16 |
846 | 15.58 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 12 | 16 |
890 | 15.58 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 12 | 16 |
897 | 15.59 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 16 | NA |
920 | 15.59 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 13 |
937 | 15.59 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 16 | NA |
962 | 15.59 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 13 |
968 | 15.59 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 16 |
973 | 15.60 | temperature | 25.0 | 90 | < th | dose independent | sin | 3 | NA |
978 | 15.60 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
986 | 15.60 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 7 |
991 | 15.60 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 11 |