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Os03g0734500 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
226.99 | 0.708 | 3.73 | -1.12 | 0.175 | 0.806 | -0.424 | -2.58 | -0.495 | 5.39 | 26.7 | 4324 | -- | -- |
227.4 | 0.702 | 3.7 | -0.696 | 0.169 | 0.724 | -0.45 | -- | -0.579 | 5 | 22.8 | 10270 | -- | -- |
227.41 | 0.702 | 3.73 | -1.12 | 0.177 | 0.803 | -- | -2.59 | -0.497 | 5.82 | 26.7 | 4324 | -- | -- |
227.88 | 0.703 | 3.7 | -0.685 | 0.175 | 0.72 | -- | -- | -0.58 | 5.48 | 22.76 | 10332 | -- | -- |
228.97 | 0.705 | 3.73 | -1.11 | -- | 0.815 | -- | -2.56 | -0.489 | -- | 26.72 | 4324 | -- | -- |
241.3 | 0.728 | 3.63 | -0.223 | 0.194 | -- | -0.421 | -- | -0.264 | 4.95 | -- | -- | -- | -- |
241.75 | 0.728 | 3.63 | -0.222 | 0.192 | -- | -- | -- | -0.262 | 5.14 | -- | -- | -- | -- |
229.3 | 0.705 | 3.7 | -0.646 | -- | 0.708 | -- | -- | -0.582 | -- | 23.1 | 10097 | -- | -- |
234.65 | 0.713 | 3.65 | -- | 0.183 | 0.474 | -- | -- | -0.358 | 5.8 | 28 | 8969 | -- | -- |
243.67 | 0.729 | 3.63 | -0.215 | -- | -- | -- | -- | -0.257 | -- | -- | -- | -- | -- |
243.05 | 0.729 | 3.62 | -- | 0.188 | -- | -- | -- | -0.237 | 5.18 | -- | -- | -- | -- |
235.65 | 0.715 | 3.66 | -- | -- | 0.426 | -- | -- | -0.387 | -- | 27.8 | 8553 | -- | -- |
244.9 | 0.73 | 3.62 | -- | -- | -- | -- | -- | -0.233 | -- | -- | -- | -- | -- |
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 | 217.16 | wind | 7.0 | 30 | > th | dose dependent | rect. | 21 | 7 |
11 | 217.33 | wind | 7.0 | 10 | > th | dose independent | rect. | 21 | 7 |
19 | 217.71 | wind | 9.0 | 30 | > th | dose independent | rect. | 21 | 14 |
23 | 217.76 | wind | 7.0 | 30 | > th | dose independent | rect. | 21 | 5 |
24 | 217.76 | wind | 7.0 | 30 | > th | dose dependent | rect. | 21 | 5 |
90 | 218.18 | wind | 9.0 | 30 | > th | dose dependent | rect. | 18 | 8 |
117 | 219.30 | wind | 9.0 | 90 | > th | dose dependent | rect. | 18 | 4 |
133 | 219.57 | wind | 7.0 | 30 | > th | dose independent | rect. | 21 | 1 |
137 | 219.57 | wind | 7.0 | 30 | > th | dose dependent | rect. | 21 | 1 |
285 | 219.99 | wind | 9.0 | 30 | > th | dose independent | rect. | 18 | 8 |
314 | 220.33 | wind | 9.0 | 90 | > th | dose independent | rect. | 18 | 4 |
446 | 222.66 | wind | 9.0 | 30 | < th | dose independent | sin | 10 | NA |
470 | 223.37 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 18 | 3 |
471 | 223.38 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
478 | 223.50 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 20 | 2 |
482 | 223.57 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 3 |
485 | 223.64 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
495 | 223.97 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
507 | 224.02 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 17 | 6 |
512 | 224.11 | wind | 9.0 | 30 | > th | dose independent | sin | 10 | NA |
513 | 224.12 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 16 | 7 |
531 | 224.37 | wind | 1.0 | 1440 | > th | dose independent | rect. | 8 | 1 |
532 | 224.37 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 5 |
534 | 224.41 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
580 | 225.22 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
589 | 225.34 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
590 | 225.36 | wind | 1.0 | 4320 | > th | dose independent | rect. | 4 | 5 |
595 | 225.45 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
599 | 225.53 | wind | 1.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
600 | 225.53 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 13 | 2 |
603 | 225.58 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 13 | 2 |
612 | 225.69 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
621 | 225.73 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 8 | 3 |
629 | 225.82 | wind | 1.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
630 | 225.82 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
632 | 225.82 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 8 | 3 |
642 | 225.90 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
651 | 225.94 | wind | 1.0 | 4320 | < th | dose independent | rect. | 4 | 5 |
657 | 226.01 | wind | 3.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
658 | 226.01 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 19 | 10 |
659 | 226.01 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 12 | 20 |
665 | 226.09 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
668 | 226.13 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 9 | 1 |
673 | 226.16 | wind | 1.0 | 4320 | > th | dose independent | rect. | 4 | 2 |
700 | 226.23 | wind | 3.0 | 43200 | > th | dose independent | rect. | 8 | 6 |
701 | 226.23 | wind | 3.0 | 43200 | < th | dose independent | rect. | 8 | 6 |
711 | 226.30 | wind | 3.0 | 43200 | < th | dose independent | rect. | 8 | 2 |
712 | 226.30 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
719 | 226.33 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 11 |
721 | 226.35 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 18 | 4 |
725 | 226.35 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 2 | 7 |
729 | 226.37 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
754 | 226.45 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 4 |
763 | 226.47 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
774 | 226.52 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
783 | 226.54 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 4 |
789 | 226.55 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 17 | 2 |
815 | 226.61 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 4 | 1 |
817 | 226.62 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 1 |
820 | 226.62 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 1 |
837 | 226.66 | wind | 1.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
838 | 226.66 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 14 | 2 |
846 | 226.70 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
848 | 226.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 4 | 1 |
849 | 226.71 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 1 |
850 | 226.71 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 1 |
883 | 226.77 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
901 | 226.82 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
909 | 226.83 | temperature | 20.0 | 1440 | > th | dose dependent | sin | 14 | NA |
921 | 226.85 | wind | 7.0 | 30 | > th | dose dependent | sin | 10 | NA |
942 | 226.90 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 14 | 5 |
946 | 226.91 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
964 | 226.91 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
995 | 226.95 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
1000 | 226.97 | wind | 3.0 | 43200 | > th | dose independent | rect. | 11 | 2 |