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Os02g0711200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Anion-transporting ATPase family 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 dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
122.63 | 0.52 | 6.83 | -2.54 | 1.14 | 1.83 | 0.244 | 1.53 | -1.02 | 23.2 | 22.58 | 25 | -- | -- |
123.64 | 0.518 | 6.84 | -2.79 | 1.09 | 1.89 | -0.0211 | -- | -1.08 | 23.4 | 23.05 | 55 | -- | -- |
122.7 | 0.516 | 6.84 | -2.59 | 1.14 | 1.86 | -- | 1.17 | -1.03 | 23.3 | 23 | 23 | -- | -- |
123.57 | 0.518 | 6.85 | -2.78 | 1.11 | 1.92 | -- | -- | -1.07 | 23.5 | 23.12 | 53 | -- | -- |
138.96 | 0.549 | 6.82 | -2.74 | -- | 1.83 | -- | 0.82 | -1.08 | -- | 20.55 | 675 | -- | -- |
182.72 | 0.634 | 6.79 | -2.4 | 0.932 | -- | 0.382 | -- | -0.794 | 20.5 | -- | -- | -- | -- |
183.15 | 0.634 | 6.79 | -2.41 | 0.93 | -- | -- | -- | -0.794 | 20.6 | -- | -- | -- | -- |
139.59 | 0.55 | 6.84 | -2.88 | -- | 1.85 | -- | -- | -1.12 | -- | 21.29 | 679 | -- | -- |
311.55 | 0.827 | 6.75 | -- | 1 | 1.24 | -- | -- | -0.617 | 22.3 | 24.78 | 24 | -- | -- |
231.7 | 0.711 | 6.77 | -2.41 | -- | -- | -- | -- | -0.803 | -- | -- | -- | -- | -- |
336.09 | 0.858 | 6.73 | -- | 0.939 | -- | -- | -- | -0.526 | 20.4 | -- | -- | -- | -- |
337.66 | 0.856 | 6.72 | -- | -- | 1.26 | -- | -- | -0.601 | -- | 25 | 604 | -- | -- |
385.19 | 0.916 | 6.71 | -- | -- | -- | -- | -- | -0.535 | -- | -- | -- | -- | -- |
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 | 118.39 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 3 |
5 | 119.29 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 16 |
7 | 119.47 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
10 | 119.77 | temperature | 20.0 | 720 | > th | dose dependent | sin | 4 | NA |
21 | 120.81 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 2 |
22 | 120.81 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 2 |
23 | 120.85 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |
36 | 121.42 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 7 | 3 |
37 | 121.57 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
39 | 121.59 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 23 | 23 |
81 | 122.47 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 1 |
90 | 122.66 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
99 | 122.76 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 16 |
123 | 123.14 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
146 | 123.44 | temperature | 25.0 | 4320 | > th | dose dependent | sin | 6 | NA |
161 | 123.58 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 11 |
172 | 123.66 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
190 | 123.84 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
197 | 123.91 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
211 | 123.92 | temperature | 20.0 | 30 | > th | dose dependent | no | NA | NA |
213 | 123.93 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 3 | 8 |
216 | 123.95 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 18 |
223 | 124.04 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 20 |
226 | 124.07 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 14 | 20 |
230 | 124.09 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 4 |
235 | 124.11 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 20 | 18 |
249 | 124.16 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 14 |
250 | 124.16 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 16 |
255 | 124.18 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 10 |
256 | 124.18 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 12 |
281 | 124.32 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 15 |
284 | 124.35 | temperature | 25.0 | 720 | > th | dose dependent | sin | 8 | NA |
291 | 124.39 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
297 | 124.42 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 15 | 17 |
330 | 124.60 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 15 |
331 | 124.61 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 2 |
338 | 124.65 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
359 | 124.78 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
377 | 124.82 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 14 |
378 | 124.82 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 16 |
388 | 124.87 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 14 | 5 |
446 | 124.98 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 7 | 23 |
452 | 125.03 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 15 |
455 | 125.08 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 9 |
459 | 125.09 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 15 | 7 |
501 | 125.15 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 15 |
547 | 125.23 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 3 | 19 |
559 | 125.25 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 19 |
626 | 125.36 | temperature | 25.0 | 4320 | > th | dose dependent | no | NA | NA |
715 | 125.55 | temperature | 30.0 | 4320 | < th | dose independent | sin | 7 | NA |
732 | 125.57 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 21 | 23 |
742 | 125.60 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 11 |
767 | 125.63 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 4 |
774 | 125.65 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 4 |
777 | 125.65 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 4 |
831 | 125.72 | temperature | 30.0 | 14400 | < th | dose independent | sin | 12 | NA |
854 | 125.75 | temperature | 30.0 | 14400 | > th | dose independent | sin | 12 | NA |
885 | 125.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 12 |
887 | 125.80 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 3 | 22 |
961 | 125.96 | temperature | 30.0 | 4320 | > th | dose independent | sin | 6 | NA |
988 | 126.00 | radiation | 20.0 | 4320 | > th | dose independent | rect. | 15 | 2 |