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Os04g0691200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WD40-like 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
426.78 | 0.971 | 5.33 | 0.502 | 0.642 | 1.5 | -0.242 | 3.62 | -0.943 | 12.9 | 20.5 | 2651 | -- | -- |
458.18 | 0.997 | 5.45 | 0.129 | 0.544 | 1.13 | -0.516 | -- | -1.03 | 12.5 | 24.7 | 3291 | -- | -- |
426.96 | 0.962 | 5.33 | 0.498 | 0.647 | 1.5 | -- | 3.62 | -0.943 | 12.8 | 20.57 | 2617 | -- | -- |
450.65 | 0.989 | 5.51 | -0.241 | 0.56 | 1.1 | -- | -- | -1.24 | 11.6 | 21.41 | 2578 | -- | -- |
451.92 | 0.99 | 5.33 | 0.526 | -- | 1.44 | -- | 3.75 | -0.93 | -- | 20.59 | 2785 | -- | -- |
473.09 | 1.02 | 5.4 | 0.335 | 0.569 | -- | -0.422 | -- | -0.835 | 12.9 | -- | -- | -- | -- |
473.8 | 1.02 | 5.4 | 0.319 | 0.57 | -- | -- | -- | -0.838 | 12.7 | -- | -- | -- | -- |
472.57 | 1.01 | 5.47 | -0.158 | -- | 0.889 | -- | -- | -1.13 | -- | 21.54 | 2794 | -- | -- |
448.27 | 0.986 | 5.48 | -- | 0.655 | 0.908 | -- | -- | -1.13 | 12.6 | 21.8 | 2510 | -- | -- |
494.1 | 1.04 | 5.41 | 0.299 | -- | -- | -- | -- | -0.848 | -- | -- | -- | -- | -- |
476.48 | 1.02 | 5.41 | -- | 0.565 | -- | -- | -- | -0.873 | 12.7 | -- | -- | -- | -- |
473.12 | 1.01 | 5.47 | -- | -- | 0.828 | -- | -- | -1.1 | -- | 21.6 | 2790 | -- | -- |
496.46 | 1.04 | 5.42 | -- | -- | -- | -- | -- | -0.881 | -- | -- | -- | -- | -- |
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 | 420.45 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
4 | 421.52 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 2 |
18 | 425.27 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 13 | 11 |
44 | 426.84 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 13 |
45 | 427.02 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 11 |
48 | 427.11 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 1 | 1 |
50 | 427.13 | temperature | 20.0 | 4320 | > th | dose independent | sin | 17 | NA |
52 | 427.14 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 1 | 1 |
98 | 427.79 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 5 |
122 | 428.12 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 16 | NA |
141 | 428.49 | temperature | 20.0 | 4320 | < th | dose independent | sin | 17 | NA |
181 | 429.04 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 12 | 23 |
221 | 429.54 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 1 |
333 | 430.97 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
370 | 431.36 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
387 | 431.56 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
388 | 431.56 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 7 | 15 |
413 | 431.71 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 17 | 11 |
439 | 431.85 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 23 | 21 |
447 | 431.91 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
533 | 432.51 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
535 | 432.53 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 23 | 1 |
576 | 432.78 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 11 |
592 | 432.95 | radiation | 20.0 | 30 | > th | dose independent | rect. | 12 | 23 |
595 | 432.97 | temperature | 25.0 | 10 | > th | dose dependent | sin | 23 | NA |
612 | 433.02 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
673 | 433.29 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
721 | 433.57 | temperature | 25.0 | 90 | > th | dose dependent | sin | 1 | NA |
753 | 433.72 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
755 | 433.72 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 24 | 23 |
761 | 433.75 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 16 | 23 |
762 | 433.76 | temperature | 25.0 | 1440 | < th | dose dependent | no | NA | NA |
802 | 433.95 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 12 |
828 | 434.08 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 23 |
829 | 434.09 | temperature | 25.0 | 720 | > th | dose independent | rect. | 15 | 16 |
830 | 434.09 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 13 | NA |
932 | 434.57 | wind | 7.0 | 4320 | > th | dose independent | rect. | 20 | 8 |
964 | 434.69 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 3 | 6 |
966 | 434.70 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 8 |
982 | 434.75 | temperature | 25.0 | 270 | > th | dose dependent | sin | 4 | NA |