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Os03g0152900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Kinesin, motor region domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
119.06 | 0.513 | 5.26 | 0.0805 | 0.695 | 0.635 | -0.98 | -1.65 | 0.253 | 16.1 | 90.88 | 55 | -- | -- |
122.97 | 0.516 | 5.26 | 0.0598 | 0.733 | 0.599 | -0.169 | -- | 0.265 | 16 | 91.01 | 61 | -- | -- |
120.7 | 0.512 | 5.26 | 0.0479 | 0.723 | 0.67 | -- | -1.05 | 0.249 | 16 | 91 | 52 | -- | -- |
122.89 | 0.516 | 5.25 | 0.0318 | 0.724 | 0.613 | -- | -- | 0.244 | 15.9 | 91 | 59 | -- | -- |
140.22 | 0.552 | 5.28 | 0.0861 | -- | 0.135 | -- | -0.92 | 0.147 | -- | 91.2 | 54 | -- | -- |
130.41 | 0.535 | 5.27 | 0.0858 | 0.466 | -- | -0.562 | -- | 0.128 | 16.4 | -- | -- | -- | -- |
131.22 | 0.536 | 5.27 | 0.0813 | 0.461 | -- | -- | -- | 0.125 | 16.1 | -- | -- | -- | -- |
142.54 | 0.556 | 5.27 | 0.0551 | -- | 0.0849 | -- | -- | 0.127 | -- | 91.06 | 58 | -- | -- |
122.87 | 0.516 | 5.25 | -- | 0.726 | 0.608 | -- | -- | 0.232 | 16 | 91 | 59 | -- | -- |
142.77 | 0.558 | 5.27 | 0.0627 | -- | -- | -- | -- | 0.113 | -- | -- | -- | -- | -- |
131.39 | 0.536 | 5.28 | -- | 0.46 | -- | -- | -- | 0.116 | 16.1 | -- | -- | -- | -- |
142.61 | 0.556 | 5.27 | -- | -- | 0.0897 | -- | -- | 0.122 | -- | 91 | 55 | -- | -- |
142.88 | 0.558 | 5.27 | -- | -- | -- | -- | -- | 0.106 | -- | -- | -- | -- | -- |
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 | 115.55 | temperature | 25 | 720 | > th | dose independent | rect. | 15 | 4 |
2 | 115.58 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 3 |
3 | 115.76 | humidity | 90 | 270 | > th | dose dependent | sin | 15 | NA |
5 | 115.90 | radiation | 1 | 720 | < th | dose dependent | rect. | 16 | 8 |
6 | 116.08 | humidity | 90 | 270 | > th | dose independent | rect. | 16 | 14 |
14 | 116.39 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 14 |
16 | 116.41 | radiation | 1 | 720 | < th | dose independent | rect. | 16 | 8 |
32 | 116.65 | humidity | 90 | 270 | > th | dose dependent | rect. | 16 | 12 |
33 | 116.65 | humidity | 90 | 270 | > th | dose dependent | rect. | 16 | 14 |
42 | 116.82 | atmosphere | 1005 | 90 | > th | dose dependent | rect. | 2 | 1 |
46 | 116.85 | humidity | 90 | 270 | > th | dose dependent | rect. | 12 | 18 |
51 | 116.88 | humidity | 90 | 270 | > th | dose independent | rect. | 12 | 18 |
57 | 116.92 | humidity | 90 | 720 | < th | dose independent | rect. | 15 | 12 |
59 | 116.94 | humidity | 90 | 270 | > th | dose independent | sin | 13 | NA |
74 | 117.10 | temperature | 25 | 720 | < th | dose independent | rect. | 14 | 10 |
82 | 117.15 | humidity | 90 | 720 | > th | dose dependent | rect. | 18 | 3 |
89 | 117.20 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 2 | 2 |
116 | 117.42 | temperature | 25 | 720 | < th | dose independent | sin | 16 | NA |
144 | 117.71 | temperature | 25 | 720 | < th | dose independent | rect. | 12 | 18 |
182 | 118.03 | humidity | 90 | 720 | > th | dose independent | rect. | 17 | 8 |
196 | 118.08 | temperature | 20 | 720 | > th | dose dependent | rect. | 15 | 3 |
199 | 118.10 | humidity | 90 | 720 | > th | dose independent | rect. | 18 | 6 |
206 | 118.13 | humidity | 90 | 720 | > th | dose independent | rect. | 18 | 4 |
222 | 118.21 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 2 | 1 |
224 | 118.22 | humidity | 90 | 720 | > th | dose independent | rect. | 19 | 2 |
273 | 118.42 | temperature | 25 | 270 | < th | dose independent | rect. | 17 | 13 |
279 | 118.45 | humidity | 90 | 720 | < th | dose independent | rect. | 24 | 1 |
299 | 118.54 | temperature | 25 | 270 | < th | dose independent | sin | 12 | NA |
300 | 118.54 | radiation | 1 | 14400 | < th | dose dependent | rect. | 3 | 1 |
327 | 118.69 | atmosphere | 1005 | 14400 | < th | dose independent | rect. | 9 | 1 |
363 | 118.83 | temperature | 25 | 270 | > th | dose independent | sin | 13 | NA |
390 | 118.94 | humidity | 80 | 720 | < th | dose independent | rect. | 15 | 2 |
423 | 119.08 | temperature | 25 | 720 | > th | dose independent | sin | 17 | NA |
428 | 119.09 | atmosphere | 1005 | 14400 | > th | dose independent | rect. | 9 | 1 |
448 | 119.18 | temperature | 25 | 720 | < th | dose independent | rect. | 4 | 20 |
465 | 119.23 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 3 |
472 | 119.25 | humidity | 90 | 720 | < th | dose independent | rect. | 23 | 3 |
477 | 119.27 | temperature | 25 | 1440 | > th | dose independent | rect. | 11 | 16 |
478 | 119.27 | temperature | 20 | 90 | > th | dose dependent | rect. | 17 | 10 |
497 | 119.31 | humidity | 90 | 30 | > th | dose dependent | rect. | 3 | 23 |
500 | 119.32 | humidity | 90 | 720 | > th | dose dependent | rect. | 21 | 1 |
570 | 119.45 | humidity | 90 | 720 | < th | dose independent | rect. | 20 | 6 |
575 | 119.46 | humidity | 90 | 720 | < th | dose independent | sin | 14 | NA |
583 | 119.47 | radiation | 1 | 720 | < th | dose dependent | sin | 15 | NA |
634 | 119.57 | radiation | 1 | 720 | < th | dose dependent | rect. | 15 | 14 |
651 | 119.60 | humidity | 90 | 720 | < th | dose independent | rect. | 15 | 6 |
675 | 119.63 | temperature | 20 | 270 | > th | dose dependent | rect. | 2 | 12 |
728 | 119.70 | temperature | 30 | 720 | < th | dose dependent | rect. | 18 | 5 |
738 | 119.72 | temperature | 25 | 270 | < th | dose independent | rect. | 6 | 6 |
743 | 119.72 | temperature | 30 | 270 | < th | dose dependent | rect. | 17 | 14 |
788 | 119.78 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 5 |
890 | 119.89 | temperature | 25 | 90 | < th | dose dependent | rect. | 12 | 22 |
898 | 119.90 | temperature | 25 | 1440 | > th | dose independent | rect. | 18 | 23 |
932 | 119.93 | wind | 3 | 90 | < th | dose dependent | rect. | 2 | 1 |
962 | 119.95 | temperature | 25 | 1440 | > th | dose independent | no | NA | NA |
966 | 119.95 | humidity | 90 | 1440 | > th | dose independent | rect. | 12 | 14 |
980 | 119.96 | temperature | 25 | 1440 | > th | dose independent | rect. | 16 | 23 |
984 | 119.96 | temperature | 25 | 1440 | < th | dose independent | rect. | 13 | 23 |
993 | 119.97 | temperature | 25 | 1440 | < th | dose independent | rect. | 18 | 23 |
995 | 119.98 | temperature | 25 | 1440 | < th | dose independent | no | NA | NA |
998 | 119.98 | humidity | 90 | 270 | < th | dose independent | rect. | 22 | 10 |