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Os01g0621400 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
195.13 | 0.656 | 5.85 | 0.773 | 0.489 | -1.72 | 0.836 | -0.331 | -0.237 | 7.97 | 21.4 | 901 | -- | -- |
193.85 | 0.648 | 5.83 | 0.795 | 0.563 | -1.6 | 0.992 | -- | -0.174 | 7.86 | 21.9 | 1031 | -- | -- |
196.3 | 0.653 | 5.84 | 0.752 | 0.508 | -1.58 | -- | -0.306 | -0.215 | 8.11 | 21.99 | 974 | -- | -- |
196.53 | 0.653 | 5.83 | 0.816 | 0.543 | -1.59 | -- | -- | -0.182 | 8.1 | 21.98 | 999 | -- | -- |
208.48 | 0.672 | 5.85 | 0.694 | -- | -1.65 | -- | -0.394 | -0.188 | -- | 22 | 837 | -- | -- |
290.16 | 0.799 | 5.94 | 0.214 | 0.743 | -- | 0.757 | -- | -0.686 | 8.94 | -- | -- | -- | -- |
292.03 | 0.8 | 5.94 | 0.242 | 0.738 | -- | -- | -- | -0.685 | 9.14 | -- | -- | -- | -- |
208.94 | 0.673 | 5.84 | 0.811 | -- | -1.65 | -- | -- | -0.16 | -- | 21.92 | 837 | -- | -- |
211.02 | 0.677 | 5.85 | -- | 0.56 | -1.36 | -- | -- | -0.3 | 8.02 | 22.3 | 974 | -- | -- |
323.5 | 0.84 | 5.96 | 0.24 | -- | -- | -- | -- | -0.681 | -- | -- | -- | -- | -- |
293.58 | 0.801 | 5.94 | -- | 0.738 | -- | -- | -- | -0.712 | 9.11 | -- | -- | -- | -- |
224.01 | 0.697 | 5.87 | -- | -- | -1.42 | -- | -- | -0.281 | -- | 22.21 | 768 | -- | -- |
325.01 | 0.841 | 5.96 | -- | -- | -- | -- | -- | -0.707 | -- | -- | -- | -- | -- |
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 | 182.85 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 22 |
6 | 190.37 | temperature | 10 | 270 | > th | dose dependent | sin | 8 | NA |
12 | 193.97 | temperature | 30 | 270 | < th | dose dependent | rect. | 22 | 22 |
15 | 194.84 | temperature | 25 | 720 | < th | dose dependent | rect. | 17 | 17 |
39 | 196.41 | temperature | 30 | 270 | < th | dose dependent | sin | 8 | NA |
40 | 196.46 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 12 |
67 | 197.39 | temperature | 25 | 720 | < th | dose dependent | sin | 11 | NA |
89 | 198.48 | temperature | 25 | 720 | < th | dose dependent | rect. | 11 | 23 |
91 | 198.59 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
93 | 198.60 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 6 |
101 | 198.79 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
110 | 199.01 | temperature | 25 | 1440 | < th | dose dependent | rect. | 17 | 9 |
127 | 199.48 | temperature | 10 | 270 | > th | dose dependent | rect. | 4 | 23 |
139 | 199.75 | temperature | 25 | 720 | < th | dose dependent | rect. | 4 | 23 |
147 | 199.94 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 6 |
177 | 200.65 | temperature | 15 | 720 | > th | dose dependent | rect. | 19 | 14 |
202 | 201.39 | temperature | 25 | 1440 | < th | dose dependent | sin | 14 | NA |
280 | 202.67 | temperature | 10 | 1440 | > th | dose dependent | rect. | 24 | 2 |
310 | 203.10 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 1 |
319 | 203.14 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 4 |
358 | 203.73 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 3 |
411 | 204.24 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 13 |
448 | 204.70 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 6 |
545 | 205.49 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 10 |
637 | 206.12 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 3 |
639 | 206.13 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 23 |
648 | 206.20 | temperature | 30 | 30 | < th | dose dependent | rect. | 3 | 23 |
746 | 206.90 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 3 |
844 | 207.49 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 10 |
852 | 207.53 | temperature | 30 | 270 | < th | dose dependent | rect. | 23 | 12 |
905 | 207.98 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 7 |
969 | 208.27 | temperature | 15 | 10 | > th | dose dependent | rect. | 23 | 23 |
982 | 208.33 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 13 |