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Os06g0626200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.66 | 0.219 | 12.3 | -0.349 | 0.313 | 0.549 | 0.354 | -0.388 | -0.228 | 23.9 | 29.3 | 650 | -- | -- |
21.67 | 0.217 | 12.3 | -0.362 | 0.31 | 0.504 | 0.402 | -- | -0.222 | 23.7 | 29 | 647 | -- | -- |
22.19 | 0.219 | 12.3 | -0.346 | 0.312 | 0.555 | -- | -0.537 | -0.225 | 23.9 | 29.23 | 649 | -- | -- |
22.2 | 0.219 | 12.3 | -0.39 | 0.308 | 0.502 | -- | -- | -0.226 | 23.7 | 28.9 | 639 | -- | -- |
26.25 | 0.239 | 12.3 | -0.418 | -- | 0.371 | -- | 0.123 | -0.237 | -- | 28.5 | 320 | -- | -- |
26.54 | 0.242 | 12.3 | -0.485 | 0.336 | -- | 0.345 | -- | -0.267 | 2.4 | -- | -- | -- | -- |
26.97 | 0.243 | 12.3 | -0.494 | 0.338 | -- | -- | -- | -0.269 | 2.46 | -- | -- | -- | -- |
26.21 | 0.238 | 12.3 | -0.414 | -- | 0.404 | -- | -- | -0.222 | -- | 28.51 | 350 | -- | -- |
26.42 | 0.239 | 12.3 | -- | 0.323 | 0.575 | -- | -- | -0.18 | 23.3 | 28.88 | 646 | -- | -- |
33.69 | 0.271 | 12.3 | -0.48 | -- | -- | -- | -- | -0.26 | -- | -- | -- | -- | -- |
33.42 | 0.27 | 12.3 | -- | 0.328 | -- | -- | -- | -0.214 | 2.43 | -- | -- | -- | -- |
30.67 | 0.258 | 12.3 | -- | -- | 0.434 | -- | -- | -0.168 | -- | 28.5 | 347 | -- | -- |
39.77 | 0.294 | 12.3 | -- | -- | -- | -- | -- | -0.207 | -- | -- | -- | -- | -- |
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 | 20.48 | temperature | 10 | 270 | > th | dose dependent | rect. | 11 | 9 |
2 | 20.51 | humidity | 70 | 270 | > th | dose independent | rect. | 14 | 11 |
3 | 20.51 | humidity | 50 | 270 | > th | dose dependent | rect. | 15 | 10 |
11 | 20.71 | humidity | 90 | 270 | < th | dose independent | rect. | 11 | 9 |
12 | 20.71 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 10 |
18 | 20.81 | radiation | 10 | 270 | < th | dose dependent | rect. | 13 | 12 |
22 | 20.88 | radiation | 1 | 270 | < th | dose independent | rect. | 15 | 10 |
25 | 20.89 | temperature | 30 | 270 | < th | dose independent | rect. | 7 | 17 |
39 | 20.94 | radiation | 1 | 270 | < th | dose independent | rect. | 8 | 17 |
48 | 20.97 | radiation | 20 | 4320 | > th | dose dependent | rect. | 6 | 2 |
85 | 21.12 | humidity | 90 | 270 | < th | dose dependent | rect. | 12 | 8 |
94 | 21.15 | radiation | 10 | 4320 | > th | dose dependent | rect. | 17 | 1 |
111 | 21.17 | wind | 3 | 270 | > th | dose independent | rect. | 11 | 8 |
152 | 21.32 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 17 |
158 | 21.33 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 9 |
168 | 21.34 | radiation | 20 | 4320 | > th | dose independent | rect. | 6 | 2 |
170 | 21.34 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 3 |
176 | 21.34 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 7 |
207 | 21.38 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 8 |
213 | 21.39 | temperature | 10 | 270 | > th | dose dependent | rect. | 13 | 17 |
227 | 21.41 | humidity | 50 | 270 | > th | dose dependent | rect. | 7 | 17 |
257 | 21.45 | radiation | 1 | 270 | > th | dose independent | sin | 16 | NA |
264 | 21.46 | radiation | 1 | 270 | < th | dose independent | sin | 16 | NA |
277 | 21.48 | humidity | 50 | 270 | > th | dose independent | rect. | 7 | 17 |
283 | 21.49 | wind | 3 | 43200 | > th | dose independent | rect. | 2 | 2 |
290 | 21.49 | wind | 1 | 43200 | > th | dose dependent | rect. | 1 | 13 |
293 | 21.49 | temperature | 10 | 270 | > th | dose dependent | rect. | 1 | 19 |
295 | 21.50 | wind | 3 | 43200 | < th | dose independent | rect. | 2 | 2 |
297 | 21.50 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 12 |
309 | 21.51 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 10 |
327 | 21.52 | wind | 7 | 43200 | < th | dose dependent | rect. | 2 | 12 |
349 | 21.55 | radiation | 10 | 4320 | < th | dose independent | rect. | 17 | 1 |
359 | 21.55 | radiation | 10 | 4320 | < th | dose independent | rect. | 17 | 10 |
370 | 21.55 | wind | 7 | 43200 | < th | dose dependent | rect. | 4 | 10 |
378 | 21.56 | radiation | 1 | 270 | < th | dose dependent | sin | 17 | NA |
412 | 21.57 | wind | 3 | 43200 | > th | dose independent | rect. | 2 | 12 |
421 | 21.57 | temperature | 25 | 270 | > th | dose dependent | sin | 17 | NA |
435 | 21.58 | wind | 1 | 43200 | > th | dose dependent | sin | 5 | NA |
436 | 21.58 | wind | 9 | 43200 | < th | dose dependent | rect. | 9 | 2 |
447 | 21.59 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 1 |
452 | 21.59 | wind | 5 | 43200 | < th | dose dependent | rect. | 10 | 1 |
453 | 21.59 | wind | 1 | 43200 | > th | dose dependent | rect. | 9 | 2 |
475 | 21.60 | radiation | 30 | 4320 | > th | dose dependent | rect. | 15 | 18 |
479 | 21.61 | wind | 7 | 43200 | < th | dose dependent | sin | 5 | NA |
484 | 21.61 | wind | 1 | 43200 | > th | dose dependent | rect. | 4 | 7 |
505 | 21.62 | wind | 9 | 43200 | < th | dose dependent | rect. | 4 | 7 |
535 | 21.64 | wind | 3 | 43200 | < th | dose independent | rect. | 2 | 10 |
542 | 21.64 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 1 |
548 | 21.64 | temperature | 15 | 10 | > th | dose dependent | rect. | 14 | 8 |
561 | 21.65 | wind | 3 | 43200 | < th | dose independent | rect. | 10 | 1 |
619 | 21.67 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 5 |
644 | 21.68 | wind | 3 | 43200 | < th | dose independent | rect. | 4 | 1 |
650 | 21.68 | radiation | 10 | 4320 | < th | dose independent | rect. | 17 | 6 |
675 | 21.68 | temperature | 25 | 270 | > th | dose dependent | rect. | 12 | 19 |
765 | 21.72 | wind | 3 | 43200 | > th | dose independent | sin | 6 | NA |
838 | 21.75 | wind | 3 | 43200 | > th | dose independent | rect. | 10 | 2 |
900 | 21.76 | humidity | 80 | 270 | < th | dose dependent | rect. | 13 | 13 |
919 | 21.77 | humidity | 70 | 270 | > th | dose independent | sin | 16 | NA |
946 | 21.78 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 7 |
979 | 21.79 | wind | 3 | 43200 | < th | dose independent | sin | 6 | NA |
989 | 21.79 | temperature | 25 | 90 | > th | dose dependent | sin | 14 | NA |