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Os11g0591800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Barwin-related endoglucanase 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57.7 | 0.357 | 3.23 | 0.171 | 0.153 | 0.275 | -0.0492 | 1.05 | -0.00576 | 8.35 | 90.09 | 5908 | -- | -- |
59.13 | 0.358 | 3.22 | 0.101 | 0.193 | 0.329 | -0.0678 | -- | -0.0209 | 7.94 | 88.95 | 4911 | -- | -- |
57.71 | 0.354 | 3.23 | 0.17 | 0.153 | 0.275 | -- | 1.05 | -0.00559 | 8.37 | 90.17 | 5903 | -- | -- |
59.12 | 0.358 | 3.22 | 0.0996 | 0.181 | 0.332 | -- | -- | -0.0299 | 7.92 | 89.03 | 4823 | -- | -- |
58.99 | 0.358 | 3.23 | 0.169 | -- | 0.279 | -- | 1.04 | -0.00535 | -- | 90 | 5858 | -- | -- |
60.5 | 0.365 | 3.21 | 0.0834 | 0.151 | -- | -0.0584 | -- | 0.0333 | 8.32 | -- | -- | -- | -- |
60.51 | 0.364 | 3.21 | 0.0817 | 0.15 | -- | -- | -- | 0.0334 | 8.39 | -- | -- | -- | -- |
60.4 | 0.362 | 3.23 | 0.12 | -- | 0.308 | -- | -- | -0.0319 | -- | 91 | 7231 | -- | -- |
59.26 | 0.359 | 3.23 | -- | 0.153 | 0.345 | -- | -- | -0.0382 | 7.82 | 88 | 4430 | -- | -- |
61.77 | 0.367 | 3.21 | 0.0826 | -- | -- | -- | -- | 0.0349 | -- | -- | -- | -- | -- |
60.68 | 0.364 | 3.21 | -- | 0.151 | -- | -- | -- | 0.0243 | 8.35 | -- | -- | -- | -- |
60.47 | 0.362 | 3.23 | -- | -- | 0.343 | -- | -- | -0.0351 | -- | 87.98 | 4366 | -- | -- |
61.95 | 0.367 | 3.22 | -- | -- | -- | -- | -- | 0.0258 | -- | -- | -- | -- | -- |
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 | 52.88 | wind | 1.0 | 30 | < th | dose independent | rect. | 10 | 1 |
2 | 52.88 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
6 | 52.88 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
9 | 52.88 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 11 | 1 |
10 | 52.88 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 23 |
13 | 52.88 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
14 | 52.88 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
15 | 53.39 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
16 | 53.41 | humidity | 70.0 | 30 | < th | dose independent | rect. | 10 | 1 |
17 | 53.45 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 10 | 1 |
18 | 53.53 | radiation | 40.0 | 30 | < th | dose independent | rect. | 10 | 1 |
22 | 53.75 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 10 | 1 |
23 | 53.79 | temperature | 25.0 | 30 | > th | dose independent | rect. | 10 | 1 |
24 | 53.79 | radiation | 20.0 | 30 | > th | dose independent | rect. | 10 | 1 |
25 | 53.81 | humidity | 70.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
27 | 53.84 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
33 | 53.99 | temperature | 30.0 | 30 | < th | dose independent | rect. | 10 | 1 |
36 | 54.02 | wind | 5.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
43 | 54.08 | humidity | 60.0 | 30 | > th | dose independent | rect. | 10 | 1 |
44 | 54.11 | temperature | 10.0 | 30 | > th | dose independent | rect. | 10 | 1 |
47 | 54.11 | humidity | 90.0 | 30 | < th | dose independent | rect. | 10 | 1 |
51 | 54.11 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 10 | 1 |
52 | 54.11 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 23 |
53 | 54.11 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
54 | 54.11 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 10 | 1 |
55 | 54.16 | wind | 1.0 | 30 | > th | dose independent | rect. | 10 | 1 |
58 | 54.48 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
60 | 54.66 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
62 | 54.90 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 10 | 1 |
64 | 55.04 | wind | 1.0 | 30 | > th | dose dependent | rect. | 10 | 1 |
75 | 56.01 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 23 |
110 | 56.95 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 4 | 5 |
118 | 57.20 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 24 | 10 |
123 | 57.22 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 20 | 14 |
126 | 57.23 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 5 | 5 |
129 | 57.23 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 1 | 9 |
134 | 57.24 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 7 | 3 |
138 | 57.26 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 20 | 14 |
139 | 57.27 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 7 | 3 |
161 | 57.49 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
166 | 57.53 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
181 | 57.62 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
185 | 57.63 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 11 | 2 |
202 | 57.66 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 7 | 2 |
208 | 57.68 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 8 | 7 |
241 | 57.70 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 11 | 2 |
245 | 57.72 | wind | 3.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
249 | 57.72 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
251 | 57.72 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 8 |
252 | 57.72 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 3 | 12 |
270 | 57.74 | humidity | 60.0 | 4320 | > th | dose dependent | rect. | 3 | 10 |
272 | 57.75 | humidity | 70.0 | 4320 | > th | dose independent | sin | 4 | NA |
320 | 57.76 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 23 | 16 |
321 | 57.76 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 23 | 16 |
348 | 57.77 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 3 | 12 |
381 | 57.78 | humidity | 80.0 | 14400 | < th | dose dependent | sin | 8 | NA |
415 | 57.79 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 11 | 23 |
439 | 57.80 | humidity | 50.0 | 4320 | > th | dose dependent | sin | 4 | NA |
454 | 57.81 | humidity | 70.0 | 4320 | < th | dose independent | sin | 3 | NA |
546 | 57.83 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
562 | 57.83 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 3 |
599 | 57.84 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 4 | NA |
634 | 57.85 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
654 | 57.86 | wind | 3.0 | 14400 | < th | dose independent | rect. | 19 | 1 |
655 | 57.86 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
658 | 57.86 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 23 |
676 | 57.86 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 23 |
695 | 57.87 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 14 | 1 |
748 | 57.89 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 23 |
928 | 57.94 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 16 | 23 |