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Os01g0108700 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
222.08 | 0.7 | 3.12 | -0.632 | 0.098 | 15.8 | 0.505 | -41.3 | -0.224 | 12.7 | 49.51 | 11 | -- | -- |
229.96 | 0.706 | 2.99 | -0.259 | 0.121 | -0.103 | 0.511 | -- | -0.236 | 13.8 | 42.31 | 3 | -- | -- |
222.69 | 0.695 | 3.11 | -0.599 | 0.105 | 16.2 | -- | -41.8 | -0.231 | 12.4 | 49.28 | 11 | -- | -- |
230.2 | 0.711 | 2.98 | -0.252 | 0.0826 | 0.324 | -- | -- | -0.219 | 14.4 | 62 | 4 | -- | -- |
220 | 0.691 | 3.29 | -1.08 | -- | 39.7 | -- | -103 | -0.221 | -- | 49 | 11 | -- | -- |
229.99 | 0.711 | 2.99 | -0.259 | 0.118 | -- | 0.515 | -- | -0.236 | 13.8 | -- | -- | -- | -- |
231.01 | 0.712 | 2.99 | -0.243 | 0.122 | -- | -- | -- | -0.233 | 14.4 | -- | -- | -- | -- |
230.56 | 0.71 | 2.98 | -0.257 | -- | 0.393 | -- | -- | -0.217 | -- | 62 | 4 | -- | -- |
231.86 | 0.713 | 2.98 | -- | 0.0903 | 0.301 | -- | -- | -0.192 | 14.4 | 62 | 4 | -- | -- |
231.88 | 0.712 | 2.99 | -0.248 | -- | -- | -- | -- | -0.236 | -- | -- | -- | -- | -- |
232.56 | 0.713 | 2.98 | -- | 0.126 | -- | -- | -- | -0.206 | 14.4 | -- | -- | -- | -- |
232.29 | 0.712 | 2.98 | -- | -- | 0.364 | -- | -- | -0.189 | -- | 62.83 | 4 | -- | -- |
233.5 | 0.713 | 2.98 | -- | -- | -- | -- | -- | -0.209 | -- | -- | -- | -- | -- |
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 | 213.61 | radiation | 10 | 10 | > th | dose dependent | rect. | 17 | 14 |
2 | 214.37 | humidity | 80 | 10 | < th | dose dependent | rect. | 18 | 3 |
6 | 215.04 | radiation | 10 | 10 | > th | dose dependent | rect. | 17 | 1 |
27 | 216.78 | radiation | 1 | 90 | > th | dose dependent | rect. | 18 | 1 |
37 | 217.04 | wind | 3 | 30 | > th | dose independent | rect. | 19 | 1 |
39 | 217.09 | radiation | 10 | 10 | > th | dose independent | rect. | 17 | 14 |
40 | 217.41 | radiation | 20 | 270 | > th | dose dependent | rect. | 16 | 1 |
57 | 217.50 | humidity | 80 | 10 | < th | dose independent | rect. | 19 | 1 |
59 | 217.57 | humidity | 90 | 10 | < th | dose dependent | rect. | 2 | 3 |
62 | 217.64 | humidity | 60 | 270 | < th | dose independent | rect. | 15 | 4 |
81 | 217.81 | humidity | 90 | 30 | < th | dose independent | rect. | 2 | 3 |
99 | 218.31 | humidity | 70 | 270 | < th | dose dependent | rect. | 16 | 1 |
105 | 218.40 | humidity | 80 | 90 | < th | dose dependent | rect. | 1 | 4 |
113 | 218.43 | radiation | 10 | 10 | > th | dose independent | rect. | 17 | 1 |
137 | 218.72 | humidity | 50 | 10 | < th | dose dependent | rect. | 17 | 21 |
149 | 218.86 | humidity | 50 | 720 | > th | dose dependent | rect. | 8 | 1 |
178 | 219.22 | wind | 3 | 90 | > th | dose dependent | rect. | 18 | 2 |
184 | 219.25 | radiation | 1 | 720 | < th | dose dependent | rect. | 22 | 9 |
187 | 219.34 | temperature | 20 | 10 | > th | dose independent | rect. | 19 | 1 |
204 | 219.52 | humidity | 50 | 10 | < th | dose independent | rect. | 17 | 21 |
209 | 219.59 | humidity | 60 | 270 | < th | dose independent | sin | 13 | NA |
210 | 219.59 | humidity | 50 | 43200 | < th | dose independent | rect. | 4 | 1 |
222 | 219.69 | humidity | 60 | 270 | < th | dose dependent | rect. | 16 | 3 |
225 | 219.72 | radiation | 1 | 90 | > th | dose independent | rect. | 18 | 1 |
242 | 219.80 | humidity | 90 | 720 | < th | dose independent | rect. | 6 | 2 |
277 | 219.91 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 8 | 1 |
281 | 219.97 | humidity | 50 | 43200 | > th | dose independent | rect. | 4 | 1 |
283 | 219.98 | humidity | 70 | 43200 | < th | dose dependent | rect. | 5 | 1 |
284 | 219.98 | radiation | 40 | 4320 | > th | dose dependent | rect. | 15 | 17 |
285 | 220.01 | temperature | 25 | 30 | < th | dose independent | rect. | 18 | 2 |
294 | 220.05 | humidity | 60 | 270 | > th | dose independent | sin | 13 | NA |
312 | 220.16 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 8 | 12 |
319 | 220.21 | radiation | 1 | 720 | < th | dose independent | rect. | 22 | 9 |
322 | 220.23 | humidity | 50 | 10 | < th | dose dependent | rect. | 17 | 1 |
347 | 220.40 | humidity | 50 | 43200 | > th | dose independent | rect. | 4 | 3 |
411 | 220.67 | radiation | 1 | 1440 | < th | dose dependent | rect. | 6 | 1 |
417 | 220.73 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 8 | 1 |
438 | 220.83 | radiation | 1 | 720 | > th | dose independent | rect. | 6 | 1 |
441 | 220.85 | radiation | 1 | 720 | > th | dose independent | rect. | 4 | 3 |
476 | 221.01 | radiation | 40 | 4320 | < th | dose independent | rect. | 15 | 4 |
490 | 221.06 | humidity | 50 | 43200 | > th | dose independent | rect. | 2 | 5 |
491 | 221.08 | humidity | 50 | 10 | < th | dose independent | rect. | 17 | 1 |
492 | 221.08 | atmosphere | 1005 | 14400 | < th | dose independent | rect. | 22 | 1 |
512 | 221.09 | radiation | 40 | 4320 | < th | dose independent | rect. | 15 | 13 |
513 | 221.10 | radiation | 1 | 720 | > th | dose independent | rect. | 17 | 15 |
523 | 221.14 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 14 | 6 |
524 | 221.15 | humidity | 50 | 43200 | > th | dose independent | rect. | 22 | 9 |
529 | 221.17 | radiation | 40 | 4320 | < th | dose independent | rect. | 15 | 16 |
530 | 221.19 | atmosphere | 1005 | 10 | < th | dose independent | rect. | 9 | 1 |
538 | 221.20 | humidity | 90 | 1440 | > th | dose dependent | rect. | 7 | 1 |
578 | 221.35 | wind | 1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
579 | 221.37 | atmosphere | 1005 | 14400 | > th | dose independent | rect. | 23 | 1 |
581 | 221.37 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 15 | 4 |
591 | 221.42 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 18 | 1 |
601 | 221.46 | humidity | 50 | 10 | < th | dose dependent | sin | 9 | NA |
605 | 221.48 | radiation | 40 | 4320 | < th | dose independent | rect. | 15 | 8 |
607 | 221.50 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 20 | 23 |
727 | 221.75 | atmosphere | 1005 | 90 | < th | dose independent | rect. | 17 | 3 |
731 | 221.77 | temperature | 25 | 270 | < th | dose independent | rect. | 14 | 1 |
738 | 221.81 | humidity | 80 | 720 | > th | dose independent | rect. | 8 | 1 |
751 | 221.85 | humidity | 50 | 30 | > th | dose independent | rect. | 20 | 23 |
757 | 221.87 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 12 | 8 |
777 | 221.96 | temperature | 15 | 14400 | > th | dose independent | rect. | 14 | 2 |
803 | 222.05 | wind | 7 | 10 | < th | dose independent | rect. | 19 | 1 |
811 | 222.08 | temperature | 10 | 43200 | > th | dose independent | rect. | 8 | 8 |
814 | 222.10 | atmosphere | 1005 | 90 | > th | dose dependent | rect. | 3 | 1 |
826 | 222.12 | atmosphere | 1010 | 10 | < th | dose dependent | rect. | 18 | 2 |
832 | 222.14 | temperature | 10 | 43200 | > th | dose independent | rect. | 13 | 10 |
855 | 222.18 | temperature | 10 | 43200 | > th | dose independent | rect. | 20 | 2 |
859 | 222.19 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 15 | 3 |
861 | 222.19 | radiation | 20 | 90 | < th | dose independent | rect. | 20 | 14 |
862 | 222.20 | atmosphere | 1005 | 1440 | > th | dose independent | rect. | 8 | 1 |
863 | 222.20 | atmosphere | 1005 | 1440 | > th | dose independent | rect. | 7 | 3 |
864 | 222.20 | temperature | 10 | 43200 | > th | dose independent | rect. | 20 | 4 |
916 | 222.27 | temperature | 10 | 43200 | > th | dose independent | rect. | 10 | 14 |
917 | 222.27 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 3 | 2 |
918 | 222.28 | temperature | 10 | 43200 | < th | dose independent | rect. | 21 | 1 |
920 | 222.28 | temperature | 10 | 43200 | < th | dose independent | rect. | 19 | 4 |
923 | 222.28 | temperature | 25 | 90 | < th | dose independent | rect. | 14 | 6 |
933 | 222.28 | temperature | 10 | 43200 | < th | dose independent | rect. | 9 | 15 |
934 | 222.28 | temperature | 10 | 43200 | > th | dose independent | rect. | 8 | 16 |
936 | 222.29 | temperature | 10 | 43200 | > th | dose independent | rect. | 23 | 1 |
937 | 222.29 | temperature | 15 | 14400 | < th | dose independent | rect. | 15 | 1 |
956 | 222.29 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 13 |
957 | 222.29 | temperature | 10 | 43200 | < th | dose dependent | rect. | 8 | 14 |
977 | 222.32 | temperature | 15 | 14400 | < th | dose dependent | rect. | 16 | 1 |
992 | 222.33 | temperature | 10 | 43200 | < th | dose dependent | rect. | 20 | 2 |