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Os01g0866300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to VAMP-like protein YKT61 (AtYKT61) (Geranylgeranylated protein 1) (AtGP1).
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.14 | 0.216 | 12.5 | -0.269 | 0.629 | -0.659 | -0.0646 | 0.822 | 0.075 | 2.14 | 23.44 | 19 | -- | -- |
21.67 | 0.218 | 12.5 | -0.166 | 0.642 | -0.806 | 0.183 | -- | 0.1 | 2.13 | 22.82 | 22 | -- | -- |
21.06 | 0.215 | 12.5 | -0.25 | 0.63 | -0.685 | -- | 0.736 | 0.0825 | 2.13 | 23.1 | 13 | -- | -- |
21.77 | 0.219 | 12.5 | -0.17 | 0.64 | -0.832 | -- | -- | 0.103 | 2.12 | 22.5 | 21 | -- | -- |
42.16 | 0.302 | 12.5 | -0.154 | -- | -0.26 | -- | 1.24 | 0.157 | -- | 21.4 | 24 | -- | -- |
29.45 | 0.254 | 12.5 | -0.0059 | 0.532 | -- | 0.221 | -- | 0.202 | 2.41 | -- | -- | -- | -- |
29.63 | 0.255 | 12.5 | -0.0118 | 0.532 | -- | -- | -- | 0.201 | 2.39 | -- | -- | -- | -- |
39.6 | 0.293 | 12.5 | -0.189 | -- | -0.628 | -- | -- | 0.0595 | -- | 22.97 | 2547 | -- | -- |
22.45 | 0.222 | 12.5 | -- | 0.629 | -0.766 | -- | -- | 0.129 | 2.13 | 22.5 | 9 | -- | -- |
46.36 | 0.318 | 12.5 | 0.0107 | -- | -- | -- | -- | 0.214 | -- | -- | -- | -- | -- |
29.63 | 0.255 | 12.5 | -- | 0.532 | -- | -- | -- | 0.202 | 2.39 | -- | -- | -- | -- |
40.59 | 0.297 | 12.5 | -- | -- | -0.492 | -- | -- | 0.105 | -- | 26.92 | 2493 | -- | -- |
46.37 | 0.318 | 12.5 | -- | -- | -- | -- | -- | 0.212 | -- | -- | -- | -- | -- |
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 | 20.15 | temperature | 15 | 10 | > th | dose dependent | sin | 10 | NA |
2 | 20.17 | temperature | 25 | 10 | < th | dose dependent | sin | 12 | NA |
23 | 20.51 | temperature | 25 | 270 | < th | dose dependent | rect. | 11 | 17 |
35 | 20.70 | temperature | 25 | 90 | < th | dose dependent | rect. | 17 | 12 |
37 | 20.71 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 18 |
40 | 20.76 | humidity | 90 | 14400 | > th | dose dependent | rect. | 24 | 13 |
41 | 20.76 | temperature | 25 | 90 | < th | dose dependent | rect. | 15 | 14 |
46 | 20.78 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 20 |
55 | 20.81 | temperature | 25 | 90 | < th | dose dependent | rect. | 13 | 16 |
58 | 20.82 | temperature | 25 | 10 | < th | dose dependent | rect. | 18 | 12 |
77 | 20.86 | temperature | 25 | 10 | < th | dose dependent | rect. | 16 | 14 |
82 | 20.88 | temperature | 25 | 90 | < th | dose dependent | rect. | 11 | 22 |
85 | 20.89 | humidity | 90 | 14400 | > th | dose dependent | sin | 7 | NA |
86 | 20.89 | humidity | 90 | 14400 | > th | dose dependent | rect. | 2 | 8 |
91 | 20.90 | temperature | 25 | 90 | < th | dose dependent | rect. | 19 | 10 |
119 | 20.95 | temperature | 25 | 10 | < th | dose dependent | rect. | 14 | 16 |
120 | 20.95 | temperature | 25 | 10 | < th | dose dependent | rect. | 16 | 16 |
182 | 21.07 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 15 |
270 | 21.18 | humidity | 90 | 14400 | > th | dose dependent | rect. | 19 | 9 |
286 | 21.20 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 6 |
294 | 21.21 | temperature | 20 | 270 | > th | dose dependent | rect. | 16 | 15 |
383 | 21.36 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 1 |
423 | 21.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 2 |
471 | 21.47 | temperature | 25 | 10 | < th | dose dependent | rect. | 10 | 22 |
506 | 21.52 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 3 |
511 | 21.53 | temperature | 20 | 30 | > th | dose independent | rect. | 17 | 15 |
578 | 21.63 | temperature | 20 | 30 | > th | dose independent | rect. | 9 | 23 |
583 | 21.64 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
584 | 21.64 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 3 |
599 | 21.67 | wind | 1 | 43200 | < th | dose dependent | rect. | 11 | 1 |
616 | 21.69 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
633 | 21.73 | wind | 3 | 43200 | > th | dose independent | rect. | 13 | 1 |
642 | 21.73 | temperature | 25 | 10 | < th | dose dependent | rect. | 7 | 23 |
644 | 21.73 | temperature | 25 | 10 | < th | dose dependent | rect. | 19 | 23 |
650 | 21.74 | temperature | 25 | 10 | < th | dose dependent | rect. | 17 | 23 |
651 | 21.75 | wind | 3 | 43200 | < th | dose independent | rect. | 13 | 1 |
652 | 21.75 | temperature | 25 | 10 | < th | dose dependent | no | NA | NA |
668 | 21.77 | temperature | 25 | 10 | < th | dose dependent | rect. | 3 | 23 |
669 | 21.77 | temperature | 25 | 10 | < th | dose dependent | rect. | 5 | 23 |
670 | 21.77 | temperature | 25 | 10 | < th | dose dependent | rect. | 21 | 23 |
676 | 21.78 | temperature | 25 | 10 | < th | dose dependent | rect. | 23 | 23 |
686 | 21.80 | temperature | 15 | 270 | > th | dose dependent | rect. | 13 | 22 |
693 | 21.82 | temperature | 30 | 720 | < th | dose dependent | rect. | 3 | 21 |
696 | 21.83 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
726 | 21.85 | radiation | 1 | 14400 | < th | dose dependent | rect. | 22 | 7 |
742 | 21.87 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 2 |
772 | 21.89 | temperature | 15 | 270 | > th | dose dependent | rect. | 14 | 20 |
800 | 21.93 | humidity | 70 | 43200 | > th | dose independent | rect. | 24 | 11 |
838 | 21.96 | temperature | 25 | 30 | < th | dose dependent | rect. | 1 | 23 |
840 | 21.97 | temperature | 20 | 30 | > th | dose independent | sin | 14 | NA |
841 | 21.97 | humidity | 90 | 14400 | > th | dose independent | rect. | 23 | 1 |
842 | 21.97 | humidity | 70 | 43200 | < th | dose independent | rect. | 23 | 12 |
882 | 22.00 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 18 |
883 | 22.00 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 2 |
884 | 22.00 | temperature | 15 | 720 | > th | dose dependent | rect. | 16 | 9 |
901 | 22.02 | temperature | 20 | 30 | > th | dose independent | sin | 11 | NA |
903 | 22.02 | wind | 3 | 43200 | < th | dose independent | rect. | 12 | 3 |
911 | 22.02 | temperature | 25 | 720 | < th | dose dependent | rect. | 17 | 5 |
919 | 22.03 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
920 | 22.03 | humidity | 90 | 14400 | > th | dose independent | rect. | 19 | 9 |
938 | 22.04 | radiation | 40 | 43200 | < th | dose dependent | rect. | 24 | 5 |
941 | 22.04 | humidity | 80 | 43200 | < th | dose dependent | rect. | 1 | 11 |
993 | 22.07 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 18 |
998 | 22.08 | humidity | 70 | 43200 | < th | dose independent | sin | 7 | NA |
999 | 22.08 | wind | 1 | 43200 | > th | dose independent | rect. | 11 | 1 |