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Os02g0313500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : CHCH 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
106.19 | 0.484 | 7.92 | -0.338 | 1.12 | 1.09 | -1.17 | -1.49 | -0.286 | 16.4 | 29.51 | 4219 | -- | -- |
106.91 | 0.482 | 7.96 | -0.581 | 1.09 | 0.996 | -1.18 | -- | -0.295 | 16.3 | 29.49 | 4320 | -- | -- |
109.93 | 0.488 | 7.92 | -0.323 | 1.12 | 1.09 | -- | -1.63 | -0.286 | 16.4 | 29.54 | 4218 | -- | -- |
109.55 | 0.487 | 7.96 | -0.649 | 1.18 | 0.838 | -- | -- | -0.313 | 16.4 | 29.4 | 4706 | -- | -- |
176.19 | 0.618 | 7.91 | -0.341 | -- | 1.19 | -- | -1.58 | -0.306 | -- | 29.6 | 4074 | -- | -- |
134.02 | 0.543 | 7.95 | -0.881 | 1.17 | -- | -1.02 | -- | -0.281 | 16.2 | -- | -- | -- | -- |
136.92 | 0.548 | 7.95 | -0.891 | 1.16 | -- | -- | -- | -0.286 | 16.2 | -- | -- | -- | -- |
175.25 | 0.617 | 7.93 | -0.618 | -- | 0.838 | -- | -- | -0.254 | -- | 29.3 | 2744 | -- | -- |
120.01 | 0.51 | 7.95 | -- | 1.18 | 0.964 | -- | -- | -0.253 | 16.4 | 29.4 | 4662 | -- | -- |
210.17 | 0.677 | 7.94 | -0.938 | -- | -- | -- | -- | -0.317 | -- | -- | -- | -- | -- |
157.85 | 0.588 | 7.93 | -- | 1.18 | -- | -- | -- | -0.187 | 16.2 | -- | -- | -- | -- |
186.2 | 0.636 | 7.92 | -- | -- | 0.95 | -- | -- | -0.231 | -- | 29.5 | 2788 | -- | -- |
233.37 | 0.713 | 7.92 | -- | -- | -- | -- | -- | -0.213 | -- | -- | -- | -- | -- |
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 | 101.72 | radiation | 1 | 43200 | < th | dose dependent | rect. | 19 | 5 |
3 | 104.88 | humidity | 70 | 4320 | < th | dose independent | rect. | 18 | 2 |
4 | 104.91 | humidity | 70 | 4320 | < th | dose independent | rect. | 18 | 13 |
15 | 105.33 | humidity | 70 | 4320 | > th | dose independent | rect. | 18 | 2 |
16 | 105.34 | humidity | 70 | 4320 | > th | dose independent | rect. | 18 | 12 |
19 | 105.37 | humidity | 70 | 4320 | > th | dose independent | rect. | 18 | 9 |
21 | 105.38 | humidity | 70 | 4320 | > th | dose independent | rect. | 18 | 5 |
27 | 105.58 | temperature | 25 | 4320 | > th | dose dependent | rect. | 6 | 1 |
28 | 106.07 | temperature | 30 | 1440 | > th | dose independent | rect. | 13 | 2 |
29 | 106.09 | temperature | 25 | 4320 | > th | dose dependent | rect. | 19 | 1 |
31 | 106.13 | temperature | 25 | 4320 | > th | dose dependent | rect. | 18 | 3 |
33 | 106.18 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 2 |
40 | 106.37 | temperature | 30 | 4320 | < th | dose independent | sin | 7 | NA |
45 | 106.42 | temperature | 25 | 4320 | > th | dose independent | rect. | 6 | 2 |
46 | 106.43 | temperature | 30 | 4320 | > th | dose independent | sin | 7 | NA |
50 | 106.49 | temperature | 30 | 4320 | < th | dose independent | rect. | 18 | 22 |
52 | 106.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 1 | 8 |
54 | 106.51 | temperature | 30 | 4320 | > th | dose independent | rect. | 18 | 22 |
57 | 106.54 | temperature | 30 | 4320 | < th | dose independent | rect. | 24 | 16 |
64 | 106.56 | temperature | 30 | 4320 | < th | dose independent | rect. | 24 | 12 |
67 | 106.56 | temperature | 30 | 4320 | < th | dose independent | rect. | 14 | 22 |
75 | 106.57 | temperature | 30 | 4320 | < th | dose independent | rect. | 8 | 8 |
77 | 106.57 | temperature | 30 | 4320 | < th | dose independent | rect. | 5 | 11 |
96 | 106.61 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 8 |
140 | 106.63 | temperature | 25 | 4320 | > th | dose dependent | rect. | 17 | 16 |
144 | 106.65 | temperature | 30 | 4320 | < th | dose independent | rect. | 7 | 5 |
146 | 106.66 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 2 |
147 | 106.66 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 4 |
163 | 106.67 | temperature | 30 | 4320 | < th | dose independent | rect. | 5 | 7 |
171 | 106.68 | temperature | 30 | 4320 | > th | dose independent | rect. | 14 | 22 |
189 | 106.70 | temperature | 25 | 4320 | > th | dose dependent | rect. | 4 | 4 |
318 | 106.96 | temperature | 30 | 4320 | < th | dose independent | rect. | 7 | 19 |
332 | 106.97 | temperature | 30 | 4320 | < th | dose independent | no | NA | NA |
351 | 106.97 | temperature | 30 | 4320 | < th | dose independent | rect. | 5 | 20 |
441 | 107.03 | temperature | 30 | 4320 | > th | dose independent | no | NA | NA |
636 | 107.12 | temperature | 30 | 270 | < th | dose independent | rect. | 20 | 20 |
748 | 107.28 | atmosphere | 1000 | 43200 | < th | dose independent | rect. | 14 | 1 |
823 | 107.34 | humidity | 70 | 4320 | < th | dose dependent | rect. | 18 | 2 |
878 | 107.41 | temperature | 30 | 4320 | < th | dose independent | rect. | 13 | 17 |
882 | 107.42 | temperature | 30 | 4320 | < th | dose independent | rect. | 13 | 13 |
888 | 107.43 | atmosphere | 1000 | 43200 | > th | dose independent | rect. | 14 | 1 |
937 | 107.50 | temperature | 25 | 4320 | > th | dose dependent | sin | 11 | NA |
992 | 107.59 | atmosphere | 1000 | 43200 | < th | dose dependent | rect. | 16 | 1 |