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Os01g0929100 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61.78 | 0.369 | 14.7 | -1.15 | 2.13 | 1.13 | 0.785 | 1.26 | -0.744 | 22.4 | 1.51 | 8616 | -- | -- |
63.66 | 0.372 | 14.7 | -1.35 | 2.08 | 1.01 | 0.821 | -- | -0.799 | 22.5 | 1.589 | 8520 | -- | -- |
64.05 | 0.373 | 14.7 | -1.15 | 2.13 | 1.13 | -- | 1.33 | -0.747 | 22.4 | 1.5 | 8547 | -- | -- |
66.01 | 0.378 | 14.7 | -1.45 | 2.05 | 1.07 | -- | -- | -0.79 | 22.4 | 1.51 | 8520 | -- | -- |
164.85 | 0.601 | 14.6 | -1.22 | -- | -1.34 | -- | -0.378 | -0.477 | -- | 1.5 | 8547 | -- | -- |
80.66 | 0.421 | 14.6 | -1.23 | 2.16 | -- | 0.831 | -- | -0.525 | 22.5 | -- | -- | -- | -- |
83.48 | 0.428 | 14.6 | -1.27 | 2.16 | -- | -- | -- | -0.527 | 22.5 | -- | -- | -- | -- |
164.3 | 0.6 | 14.5 | -1.23 | -- | -1.35 | -- | -- | -0.467 | -- | 1.819 | 12593 | -- | -- |
104.73 | 0.477 | 14.6 | -- | 2.12 | 0.896 | -- | -- | -0.581 | 22.4 | 8.48 | 9886 | -- | -- |
369.62 | 0.898 | 14.6 | -1.23 | -- | -- | -- | -- | -0.519 | -- | -- | -- | -- | -- |
125.85 | 0.525 | 14.6 | -- | 2.15 | -- | -- | -- | -0.386 | 22.4 | -- | -- | -- | -- |
204.16 | 0.668 | 14.5 | -- | -- | -1.35 | -- | -- | -0.305 | -- | 2.48 | 6774 | -- | -- |
409.6 | 0.945 | 14.5 | -- | -- | -- | -- | -- | -0.382 | -- | -- | -- | -- | -- |
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 | 59.02 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 9 | 9 |
10 | 59.52 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 18 | 7 |
21 | 60.55 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 19 | 8 |
22 | 60.55 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 18 | 10 |
26 | 60.66 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 20 | 5 |
37 | 60.86 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 1 |
50 | 61.08 | temperature | 20.0 | 270 | > th | dose dependent | sin | 21 | NA |
59 | 61.15 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 6 | 17 |
69 | 61.33 | humidity | 80.0 | 14400 | > th | dose dependent | sin | 13 | NA |
85 | 61.47 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 7 | 4 |
102 | 61.55 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 23 | 19 |
104 | 61.57 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 17 | 3 |
113 | 61.63 | temperature | 20.0 | 720 | > th | dose dependent | sin | 2 | NA |
115 | 61.63 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 23 | 19 |
119 | 61.66 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 15 | 5 |
131 | 61.70 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 12 |
146 | 61.74 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 6 |
153 | 61.77 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 4 |
158 | 61.79 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 12 | 15 |
160 | 61.80 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 5 | 13 |
162 | 61.81 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 12 |
164 | 61.82 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
183 | 61.86 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 3 | 15 |
208 | 61.98 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 8 |
212 | 61.99 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
223 | 62.01 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 9 | 19 |
224 | 62.02 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 15 | 5 |
238 | 62.06 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 5 |
261 | 62.11 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 17 | 8 |
279 | 62.14 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 17 | 2 |
280 | 62.14 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 17 | 4 |
316 | 62.21 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
331 | 62.23 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 17 | 2 |
334 | 62.23 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 15 | 4 |
343 | 62.23 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 15 | 4 |
367 | 62.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 3 |
384 | 62.29 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 22 | 1 |
388 | 62.30 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 14 | 2 |
420 | 62.34 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 7 | 7 |
429 | 62.35 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
464 | 62.41 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
471 | 62.42 | radiation | 30.0 | 14400 | < th | dose dependent | rect. | 18 | 3 |
552 | 62.54 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
558 | 62.55 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
587 | 62.57 | wind | 7.0 | 43200 | > th | dose independent | rect. | 5 | 6 |
631 | 62.63 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
632 | 62.63 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 14 | 2 |
640 | 62.64 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
644 | 62.64 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 5 | 7 |
650 | 62.65 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
681 | 62.68 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 17 | 22 |
706 | 62.71 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
709 | 62.71 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
718 | 62.72 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
749 | 62.75 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 9 | 3 |
778 | 62.79 | humidity | 90.0 | 14400 | < th | dose independent | sin | 13 | NA |
815 | 62.82 | wind | 7.0 | 43200 | < th | dose independent | rect. | 6 | 6 |
819 | 62.82 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 4 |
820 | 62.82 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
829 | 62.83 | radiation | 1.0 | 14400 | < th | dose independent | sin | 13 | NA |
841 | 62.84 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 18 | 13 |
852 | 62.85 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 14 | 14 |
866 | 62.86 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 21 | 3 |
868 | 62.86 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 6 |
877 | 62.87 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 17 | 22 |
915 | 62.90 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 20 | 10 |
928 | 62.91 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 22 | 8 |
931 | 62.91 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 23 |
989 | 62.95 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |