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Os02g0634600 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
200.09 | 0.665 | 3.45 | 0.202 | 0.436 | -0.66 | 0.743 | -0.0051 | 0.193 | 16.2 | 29.5 | 139 | -- | -- |
200.01 | 0.659 | 3.46 | 0.199 | 0.417 | -0.658 | 0.759 | -- | 0.176 | 16.2 | 29.4 | 160 | -- | -- |
201.36 | 0.661 | 3.44 | 0.233 | 0.432 | -0.659 | -- | -0.399 | 0.198 | 15.7 | 29.5 | 138 | -- | -- |
201.35 | 0.661 | 3.45 | 0.2 | 0.414 | -0.72 | -- | -- | 0.199 | 15.7 | 29.51 | 161 | -- | -- |
206.95 | 0.67 | 3.45 | 0.18 | -- | -0.842 | -- | -0.239 | 0.144 | -- | 29 | 166 | -- | -- |
212.96 | 0.684 | 3.45 | 0.304 | 0.707 | -- | 1.07 | -- | 0.197 | 16.2 | -- | -- | -- | -- |
215.99 | 0.688 | 3.45 | 0.315 | 0.711 | -- | -- | -- | 0.203 | 15.9 | -- | -- | -- | -- |
207.04 | 0.67 | 3.46 | 0.15 | -- | -0.856 | -- | -- | 0.136 | -- | 29.1 | 166 | -- | -- |
202.39 | 0.663 | 3.45 | -- | 0.404 | -0.744 | -- | -- | 0.178 | 15.6 | 29.6 | 165 | -- | -- |
243.7 | 0.729 | 3.45 | 0.286 | -- | -- | -- | -- | 0.184 | -- | -- | -- | -- | -- |
218.61 | 0.692 | 3.46 | -- | 0.705 | -- | -- | -- | 0.167 | 15.9 | -- | -- | -- | -- |
207.63 | 0.671 | 3.46 | -- | -- | -0.857 | -- | -- | 0.122 | -- | 29.1 | 166 | -- | -- |
245.86 | 0.732 | 3.45 | -- | -- | -- | -- | -- | 0.152 | -- | -- | -- | -- | -- |
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 | 195.52 | temperature | 30 | 90 | < th | dose independent | rect. | 3 | 22 |
2 | 195.75 | radiation | 10 | 10 | < th | dose independent | rect. | 12 | 1 |
33 | 200.56 | wind | 1 | 10 | < th | dose dependent | rect. | 2 | 1 |
39 | 201.08 | temperature | 30 | 90 | < th | dose independent | rect. | 3 | 12 |
41 | 201.14 | wind | 1 | 10 | < th | dose independent | rect. | 1 | 2 |
46 | 201.26 | temperature | 30 | 90 | < th | dose independent | sin | 0 | NA |
49 | 201.36 | temperature | 30 | 270 | < th | dose independent | rect. | 10 | 12 |
51 | 201.40 | temperature | 15 | 270 | > th | dose dependent | rect. | 9 | 9 |
54 | 201.47 | temperature | 30 | 90 | < th | dose independent | rect. | 7 | 17 |
64 | 201.71 | temperature | 30 | 720 | < th | dose independent | rect. | 2 | 8 |
67 | 201.79 | temperature | 30 | 90 | > th | dose independent | rect. | 11 | 23 |
81 | 201.94 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 7 |
82 | 201.97 | temperature | 30 | 270 | < th | dose independent | rect. | 13 | 9 |
86 | 202.00 | temperature | 30 | 90 | < th | dose independent | no | NA | NA |
92 | 202.06 | temperature | 30 | 90 | > th | dose independent | sin | 23 | NA |
105 | 202.17 | temperature | 30 | 270 | < th | dose independent | rect. | 13 | 23 |
109 | 202.19 | temperature | 25 | 270 | > th | dose dependent | sin | 1 | NA |
121 | 202.24 | temperature | 25 | 270 | > th | dose dependent | rect. | 23 | 18 |
126 | 202.28 | temperature | 30 | 90 | < th | dose independent | rect. | 16 | 23 |
129 | 202.29 | temperature | 30 | 90 | < th | dose independent | rect. | 13 | 11 |
131 | 202.29 | temperature | 30 | 270 | < th | dose independent | rect. | 10 | 23 |
137 | 202.33 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 24 | 3 |
142 | 202.35 | temperature | 30 | 30 | > th | dose independent | rect. | 9 | 9 |
163 | 202.37 | temperature | 30 | 90 | > th | dose independent | no | NA | NA |
164 | 202.37 | temperature | 30 | 720 | > th | dose independent | rect. | 9 | 1 |
297 | 202.44 | temperature | 25 | 270 | > th | dose dependent | rect. | 6 | 11 |
310 | 202.48 | temperature | 30 | 90 | < th | dose independent | rect. | 20 | 23 |
314 | 202.49 | temperature | 30 | 10 | < th | dose independent | rect. | 4 | 10 |
334 | 202.51 | temperature | 15 | 90 | > th | dose dependent | sin | 20 | NA |
385 | 202.61 | radiation | 1 | 30 | < th | dose independent | rect. | 15 | 9 |
393 | 202.62 | humidity | 50 | 90 | > th | dose dependent | rect. | 3 | 21 |
413 | 202.69 | temperature | 15 | 270 | > th | dose dependent | sin | 22 | NA |
428 | 202.73 | atmosphere | 995 | 90 | > th | dose independent | rect. | 3 | 22 |
431 | 202.74 | radiation | 1 | 30 | < th | dose independent | rect. | 6 | 18 |
440 | 202.77 | temperature | 25 | 90 | > th | dose dependent | sin | 21 | NA |
445 | 202.78 | temperature | 15 | 270 | > th | dose dependent | rect. | 9 | 16 |
452 | 202.83 | radiation | 1 | 30 | < th | dose independent | rect. | 11 | 13 |
465 | 202.87 | temperature | 30 | 90 | < th | dose independent | rect. | 7 | 23 |
466 | 202.88 | humidity | 70 | 90 | > th | dose independent | rect. | 17 | 7 |
483 | 202.89 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 12 |
486 | 202.90 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 13 |
524 | 202.96 | radiation | 1 | 10 | < th | dose dependent | rect. | 16 | 8 |
653 | 203.05 | radiation | 10 | 90 | < th | dose dependent | rect. | 13 | 11 |
667 | 203.07 | radiation | 1 | 10 | < th | dose dependent | rect. | 6 | 18 |
676 | 203.10 | radiation | 1 | 10 | < th | dose dependent | rect. | 4 | 21 |
677 | 203.10 | temperature | 25 | 90 | > th | dose dependent | rect. | 9 | 22 |
719 | 203.15 | radiation | 10 | 10 | < th | dose independent | rect. | 10 | 3 |
720 | 203.15 | temperature | 30 | 30 | < th | dose independent | rect. | 8 | 11 |
738 | 203.18 | radiation | 1 | 10 | < th | dose dependent | rect. | 11 | 13 |
767 | 203.24 | humidity | 70 | 10 | > th | dose independent | rect. | 18 | 6 |
772 | 203.24 | temperature | 25 | 90 | > th | dose dependent | rect. | 9 | 19 |
780 | 203.25 | temperature | 25 | 90 | > th | dose dependent | rect. | 9 | 16 |
786 | 203.26 | radiation | 1 | 10 | < th | dose independent | rect. | 4 | 21 |
790 | 203.27 | temperature | 30 | 10 | > th | dose independent | rect. | 13 | 22 |
795 | 203.27 | temperature | 25 | 270 | > th | dose dependent | rect. | 17 | 23 |
834 | 203.35 | radiation | 1 | 90 | < th | dose independent | rect. | 3 | 22 |
972 | 203.40 | wind | 9 | 30 | > th | dose dependent | rect. | 11 | 1 |
998 | 203.46 | humidity | 70 | 90 | > th | dose independent | rect. | 3 | 21 |