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Os01g0327600 |
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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51.63 | 0.338 | 7.48 | 0.684 | 0.0584 | -0.671 | -0.597 | -0.0509 | 0.42 | 21.5 | 78 | 1724 | -- | -- |
51.63 | 0.335 | 7.48 | 0.689 | 0.061 | -0.674 | -0.598 | -- | 0.421 | 21.4 | 77.76 | 1726 | -- | -- |
52.76 | 0.338 | 7.48 | 0.72 | 0.0944 | -0.713 | -- | 0.0708 | 0.427 | 18.7 | 77.65 | 1732 | -- | -- |
52.77 | 0.338 | 7.48 | 0.715 | 0.0948 | -0.705 | -- | -- | 0.425 | 18.8 | 77.66 | 1734 | -- | -- |
52.87 | 0.339 | 7.48 | 0.743 | -- | -0.538 | -- | 0.123 | 0.445 | -- | 75.98 | 1650 | -- | -- |
57.81 | 0.356 | 7.49 | 0.655 | 0.0593 | -- | -0.56 | -- | 0.39 | 23.4 | -- | -- | -- | -- |
59.11 | 0.36 | 7.49 | 0.677 | 0.0693 | -- | -- | -- | 0.392 | 1.26 | -- | -- | -- | -- |
52.87 | 0.339 | 7.48 | 0.737 | -- | -0.535 | -- | -- | 0.442 | -- | 75.79 | 1650 | -- | -- |
65.63 | 0.377 | 7.5 | -- | 0.0921 | -0.688 | -- | -- | 0.358 | 19 | 79 | 1745 | -- | -- |
59.4 | 0.36 | 7.49 | 0.68 | -- | -- | -- | -- | 0.393 | -- | -- | -- | -- | -- |
71.19 | 0.395 | 7.51 | -- | 0.0812 | -- | -- | -- | 0.316 | 1.57 | -- | -- | -- | -- |
64.82 | 0.375 | 7.5 | -- | -- | -0.703 | -- | -- | 0.354 | -- | 83.01 | 1558 | -- | -- |
71.59 | 0.395 | 7.51 | -- | -- | -- | -- | -- | 0.318 | -- | -- | -- | -- | -- |
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 | 49.65 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 19 |
2 | 49.75 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 17 |
8 | 50.11 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
14 | 50.45 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 9 |
18 | 50.57 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 2 |
24 | 50.72 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
26 | 50.72 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
27 | 50.73 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 2 | 2 |
28 | 50.78 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
29 | 50.78 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
30 | 50.89 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
32 | 50.93 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
35 | 50.96 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
41 | 50.98 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
42 | 51.01 | wind | 3.0 | 14400 | > th | dose independent | rect. | 2 | 2 |
46 | 51.05 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
53 | 51.13 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
57 | 51.14 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 7 |
61 | 51.17 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 13 |
71 | 51.27 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 8 | 3 |
77 | 51.29 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 2 |
78 | 51.30 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 19 | 17 |
88 | 51.35 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 16 |
89 | 51.36 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 24 | 12 |
91 | 51.36 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 21 | 18 |
96 | 51.40 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 7 |
121 | 51.48 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 3 | 9 |
125 | 51.48 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 7 |
137 | 51.53 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 24 | 15 |
146 | 51.56 | humidity | 80.0 | 1440 | < th | dose independent | sin | 6 | NA |
149 | 51.57 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
151 | 51.57 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
156 | 51.59 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
158 | 51.59 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
162 | 51.61 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
173 | 51.65 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 5 |
179 | 51.66 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
197 | 51.69 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
209 | 51.72 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
210 | 51.72 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 1 | 13 |
222 | 51.73 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
224 | 51.74 | humidity | 80.0 | 1440 | > th | dose independent | sin | 5 | NA |
230 | 51.74 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 9 |
245 | 51.78 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 3 |
253 | 51.78 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 3 |
269 | 51.80 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 18 |
271 | 51.81 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
272 | 51.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 5 |
275 | 51.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 5 |
289 | 51.83 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 20 | 19 |
292 | 51.84 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 8 |
307 | 51.86 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 3 | 9 |
317 | 51.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
319 | 51.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
349 | 51.92 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 8 |
367 | 51.94 | humidity | 70.0 | 1440 | > th | dose dependent | sin | 5 | NA |
374 | 51.95 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
382 | 51.96 | humidity | 80.0 | 10 | < th | dose independent | rect. | 15 | 17 |
388 | 51.97 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
390 | 51.97 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
392 | 51.97 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 6 |
396 | 51.97 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
418 | 52.00 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 16 |
424 | 52.00 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 16 |
433 | 52.02 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
461 | 52.05 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 1 |
462 | 52.05 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 8 |
464 | 52.05 | humidity | 80.0 | 90 | < th | dose independent | rect. | 15 | 17 |
474 | 52.06 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
483 | 52.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
484 | 52.07 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
490 | 52.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
495 | 52.08 | humidity | 80.0 | 720 | < th | dose independent | rect. | 10 | 22 |
509 | 52.09 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 17 |
526 | 52.11 | temperature | 20.0 | 270 | > th | dose independent | sin | 6 | NA |
529 | 52.11 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 6 |
543 | 52.12 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 2 |
551 | 52.13 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
587 | 52.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
596 | 52.18 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 11 |
642 | 52.21 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 1 |
643 | 52.21 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 7 | 4 |
649 | 52.22 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 2 |
661 | 52.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 2 |
663 | 52.22 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 2 |
729 | 52.27 | humidity | 80.0 | 1440 | < th | dose independent | no | NA | NA |
730 | 52.27 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 2 |
737 | 52.27 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 13 | 23 |
800 | 52.32 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 5 | 23 |
810 | 52.33 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 3 |
813 | 52.33 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 23 |
838 | 52.35 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
839 | 52.35 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
859 | 52.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 13 |
915 | 52.38 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
978 | 52.42 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 2 | 6 |