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Os02g0511800 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
222.65 | 0.701 | 3.32 | 0.128 | 0.0928 | -0.339 | 1.07 | -2.07 | -0.163 | 3.02 | 19.57 | 268 | -- | -- |
229.89 | 0.706 | 3.39 | -0.173 | 0.0964 | -0.197 | 0.57 | -- | -0.296 | 2.68 | 24.1 | 321 | -- | -- |
225.39 | 0.699 | 3.33 | 0.0774 | 0.127 | -0.376 | -- | -2 | -0.189 | 4.17 | 19.58 | 349 | -- | -- |
230.74 | 0.707 | 3.39 | -0.173 | 0.113 | -0.184 | -- | -- | -0.316 | 3.93 | 24 | 289 | -- | -- |
225.93 | 0.7 | 3.33 | 0.0921 | -- | -0.308 | -- | -1.81 | -0.173 | -- | 19.6 | 352 | -- | -- |
232.25 | 0.714 | 3.37 | -0.0957 | 0.0461 | -- | 0.582 | -- | -0.214 | 1.16 | -- | -- | -- | -- |
233.38 | 0.715 | 3.37 | -0.118 | 0.0867 | -- | -- | -- | -0.219 | 4.87 | -- | -- | -- | -- |
231.13 | 0.708 | 3.39 | -0.201 | -- | -0.254 | -- | -- | -0.311 | -- | 24.6 | 923 | -- | -- |
231.66 | 0.709 | 3.38 | -- | 0.125 | -0.171 | -- | -- | -0.276 | 3.89 | 23.9 | 278 | -- | -- |
233.78 | 0.714 | 3.37 | -0.114 | -- | -- | -- | -- | -0.217 | -- | -- | -- | -- | -- |
233.74 | 0.715 | 3.36 | -- | 0.0846 | -- | -- | -- | -0.206 | 4.91 | -- | -- | -- | -- |
231.99 | 0.709 | 3.38 | -- | -- | -0.232 | -- | -- | -0.285 | -- | 24.4 | 1285 | -- | -- |
234.12 | 0.714 | 3.37 | -- | -- | -- | -- | -- | -0.204 | -- | -- | -- | -- | -- |
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 | 214.56 | temperature | 20 | 270 | < th | dose independent | rect. | 23 | 9 |
7 | 216.45 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 10 | 2 |
9 | 216.63 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 10 | 1 |
24 | 217.36 | temperature | 20 | 30 | < th | dose independent | rect. | 6 | 2 |
27 | 217.52 | temperature | 20 | 90 | < th | dose dependent | rect. | 6 | 1 |
36 | 217.91 | temperature | 20 | 270 | > th | dose independent | rect. | 23 | 12 |
37 | 217.93 | atmosphere | 1000 | 90 | < th | dose independent | rect. | 10 | 1 |
40 | 218.07 | temperature | 20 | 270 | < th | dose independent | rect. | 23 | 16 |
45 | 218.18 | temperature | 20 | 270 | < th | dose independent | sin | 7 | NA |
49 | 218.22 | wind | 1 | 10 | < th | dose independent | rect. | 12 | 1 |
51 | 218.22 | wind | 1 | 10 | < th | dose dependent | rect. | 12 | 1 |
70 | 218.50 | temperature | 30 | 90 | > th | dose dependent | rect. | 10 | 2 |
71 | 218.52 | temperature | 20 | 270 | > th | dose independent | sin | 7 | NA |
100 | 219.42 | radiation | 1 | 90 | < th | dose dependent | rect. | 7 | 4 |
117 | 219.89 | temperature | 30 | 90 | > th | dose dependent | rect. | 17 | 19 |
142 | 220.12 | temperature | 20 | 270 | > th | dose independent | rect. | 23 | 16 |
146 | 220.19 | temperature | 20 | 270 | < th | dose dependent | rect. | 24 | 8 |
160 | 220.43 | atmosphere | 1000 | 10 | < th | dose dependent | rect. | 4 | 9 |
168 | 220.62 | radiation | 1 | 30 | < th | dose dependent | rect. | 7 | 1 |
223 | 221.10 | wind | 1 | 10 | < th | dose dependent | rect. | 11 | 5 |
271 | 221.57 | temperature | 20 | 270 | < th | dose dependent | rect. | 3 | 1 |
287 | 221.81 | humidity | 90 | 10 | > th | dose dependent | rect. | 7 | 14 |
296 | 221.91 | temperature | 20 | 270 | > th | dose independent | rect. | 20 | 22 |
326 | 222.08 | temperature | 20 | 270 | > th | dose independent | rect. | 21 | 20 |
357 | 222.26 | atmosphere | 1015 | 10 | < th | dose dependent | rect. | 3 | 9 |
410 | 222.40 | temperature | 20 | 90 | > th | dose independent | rect. | 2 | 16 |
413 | 222.42 | temperature | 20 | 4320 | > th | dose independent | rect. | 13 | 11 |
421 | 222.49 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 11 |
438 | 222.58 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 24 | 13 |
516 | 222.84 | atmosphere | 1000 | 720 | < th | dose dependent | rect. | 24 | 12 |
540 | 222.94 | temperature | 20 | 270 | > th | dose independent | rect. | 13 | 23 |
546 | 222.96 | temperature | 20 | 30 | < th | dose independent | rect. | 2 | 2 |
552 | 222.97 | temperature | 20 | 4320 | < th | dose independent | sin | 17 | NA |
561 | 222.99 | temperature | 20 | 4320 | > th | dose independent | sin | 17 | NA |
643 | 223.18 | temperature | 20 | 270 | > th | dose independent | rect. | 23 | 23 |
665 | 223.23 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 4 |
671 | 223.25 | temperature | 20 | 30 | < th | dose dependent | rect. | 2 | 6 |
689 | 223.29 | temperature | 25 | 270 | < th | dose dependent | sin | 8 | NA |
725 | 223.35 | temperature | 30 | 30 | > th | dose independent | rect. | 11 | 1 |
729 | 223.35 | temperature | 30 | 90 | > th | dose dependent | sin | 9 | NA |
730 | 223.36 | temperature | 20 | 270 | < th | dose independent | rect. | 10 | 22 |
732 | 223.37 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 4 |
750 | 223.39 | temperature | 20 | 4320 | < th | dose independent | rect. | 21 | 2 |
752 | 223.39 | wind | 3 | 30 | > th | dose independent | rect. | 23 | 17 |
753 | 223.39 | wind | 3 | 30 | > th | dose independent | rect. | 21 | 19 |
756 | 223.39 | temperature | 20 | 720 | > th | dose dependent | rect. | 20 | 6 |
772 | 223.43 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 2 |
817 | 223.49 | humidity | 80 | 90 | < th | dose independent | rect. | 24 | 6 |
820 | 223.49 | temperature | 20 | 10 | < th | dose dependent | rect. | 2 | 2 |
848 | 223.53 | humidity | 80 | 90 | < th | dose dependent | rect. | 1 | 5 |
882 | 223.57 | temperature | 20 | 720 | > th | dose dependent | rect. | 20 | 10 |
896 | 223.59 | atmosphere | 1015 | 720 | < th | dose dependent | rect. | 23 | 3 |
900 | 223.60 | temperature | 15 | 270 | > th | dose dependent | sin | 8 | NA |
922 | 223.64 | temperature | 20 | 270 | < th | dose independent | rect. | 14 | 21 |
927 | 223.65 | wind | 1 | 10 | < th | dose independent | rect. | 11 | 5 |
962 | 223.68 | temperature | 20 | 270 | < th | dose independent | no | NA | NA |
983 | 223.70 | radiation | 1 | 90 | < th | dose independent | rect. | 7 | 4 |