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Os03g0757400 |
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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.72 | 0.277 | 9.26 | -0.247 | 0.325 | 0.503 | -0.0205 | 0.865 | 0.154 | 14.1 | 0.2775 | 5300 | -- | -- |
34.99 | 0.275 | 9.27 | -0.269 | 0.324 | 0.677 | -0.0308 | -- | 0.161 | 14.1 | 0.3727 | 5339 | -- | -- |
34.7 | 0.274 | 9.26 | -0.247 | 0.323 | 0.512 | -- | 0.837 | 0.154 | 14.1 | 0.2738 | 5343 | -- | -- |
34.98 | 0.275 | 9.27 | -0.266 | 0.322 | 0.665 | -- | -- | 0.16 | 14.1 | 0.3721 | 5340 | -- | -- |
40.96 | 0.298 | 9.26 | -0.258 | -- | 0.524 | -- | 0.748 | 0.149 | -- | 0.2232 | 5496 | -- | -- |
44.15 | 0.311 | 9.29 | -0.0543 | 0.313 | -- | -0.134 | -- | 0.093 | 14 | -- | -- | -- | -- |
44.21 | 0.311 | 9.29 | -0.0583 | 0.313 | -- | -- | -- | 0.0923 | 14.1 | -- | -- | -- | -- |
40.03 | 0.295 | 9.28 | -0.407 | -- | 0.651 | -- | -- | 0.13 | -- | 0.8969 | 20457 | -- | -- |
36.64 | 0.282 | 9.27 | -- | 0.319 | 0.585 | -- | -- | 0.168 | 13.9 | 0.3571 | 5361 | -- | -- |
50.1 | 0.331 | 9.29 | -0.0713 | -- | -- | -- | -- | 0.0849 | -- | -- | -- | -- | -- |
44.3 | 0.311 | 9.29 | -- | 0.314 | -- | -- | -- | 0.0988 | 14.1 | -- | -- | -- | -- |
42.82 | 0.305 | 9.27 | -- | -- | 0.575 | -- | -- | 0.177 | -- | 0.2851 | 5520 | -- | -- |
50.24 | 0.331 | 9.29 | -- | -- | -- | -- | -- | 0.0928 | -- | -- | -- | -- | -- |
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 | 33.54 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 7 |
2 | 33.66 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 16 |
3 | 33.69 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 5 |
5 | 33.78 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 2 |
6 | 33.83 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 4 |
12 | 33.85 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 13 |
14 | 33.86 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 9 |
15 | 33.86 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 11 |
20 | 33.90 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
41 | 34.17 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
63 | 34.60 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
64 | 34.63 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 15 |
65 | 34.65 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 16 | 19 |
82 | 34.72 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 3 |
118 | 34.85 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
122 | 34.92 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
156 | 35.02 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
162 | 35.07 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 2 |
165 | 35.08 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 15 | 19 |
169 | 35.14 | humidity | 50.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
171 | 35.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 5 |
191 | 35.22 | humidity | 50.0 | 14400 | < th | dose independent | sin | 11 | NA |
192 | 35.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 5 |
194 | 35.23 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
197 | 35.23 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
212 | 35.25 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 5 |
213 | 35.25 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 5 |
223 | 35.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 12 |
233 | 35.31 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 6 |
235 | 35.31 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 6 |
239 | 35.32 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
240 | 35.32 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
244 | 35.34 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 14 |
250 | 35.34 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 14 |
251 | 35.35 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 6 |
257 | 35.37 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
280 | 35.40 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 14 |
289 | 35.41 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 0 | NA |
308 | 35.46 | humidity | 60.0 | 14400 | > th | dose independent | sin | 13 | NA |
334 | 35.47 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 18 | NA |
345 | 35.48 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
367 | 35.51 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
388 | 35.52 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 17 |
409 | 35.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 5 |
410 | 35.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 7 |
415 | 35.55 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 22 |
437 | 35.58 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 11 |
452 | 35.59 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 11 |
459 | 35.59 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 11 |
504 | 35.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 11 |
505 | 35.64 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 11 |
511 | 35.64 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 11 |
517 | 35.64 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 23 |
548 | 35.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 21 |
553 | 35.67 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
582 | 35.69 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 22 | NA |
583 | 35.69 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 22 | NA |
588 | 35.69 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 22 | NA |
643 | 35.73 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
660 | 35.73 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 7 |
667 | 35.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 18 |
668 | 35.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 20 |
710 | 35.76 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
738 | 35.77 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 15 | 23 |
759 | 35.79 | precipitation | 0.1 | 4320 | > th | dose dependent | no | NA | NA |
771 | 35.80 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 14 | 2 |
779 | 35.80 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 18 | 17 |
780 | 35.80 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 18 | 17 |
791 | 35.81 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
824 | 35.81 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 15 | 18 |
828 | 35.82 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
850 | 35.82 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 15 | 16 |
904 | 35.85 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 14 | 1 |
907 | 35.85 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 8 | 2 |
909 | 35.85 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 2 |
910 | 35.85 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 6 | 4 |
959 | 35.86 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 20 | 14 |
992 | 35.88 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 12 | NA |