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Os04g0500700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Hydroxyanthranilate hydroxycinnamoyltransferase 3.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
72.26 | 0.399 | 11.4 | 1.44 | 1.25 | -1.21 | -0.141 | 0.737 | 0.675 | 7.66 | 23.92 | 617 | -- | -- |
72.08 | 0.395 | 11.4 | 1.31 | 1.25 | -1.17 | -0.255 | -- | 0.64 | 7.81 | 23.96 | 557 | -- | -- |
71.98 | 0.395 | 11.4 | 1.43 | 1.24 | -1.22 | -- | 0.838 | 0.681 | 7.83 | 23.97 | 561 | -- | -- |
72.23 | 0.396 | 11.4 | 1.29 | 1.26 | -1.15 | -- | -- | 0.645 | 7.86 | 23.81 | 542 | -- | -- |
124.57 | 0.52 | 11.3 | 2.07 | -- | -2.44 | -- | 3.75 | 0.879 | -- | 24.49 | 575 | -- | -- |
96.89 | 0.461 | 11.4 | 1.06 | 1.74 | -- | 0.124 | -- | 0.504 | 7.54 | -- | -- | -- | -- |
96.93 | 0.461 | 11.4 | 1.06 | 1.74 | -- | -- | -- | 0.504 | 7.54 | -- | -- | -- | -- |
129.45 | 0.53 | 11.4 | 1.49 | -- | -2.13 | -- | -- | 0.731 | -- | 24.4 | 569 | -- | -- |
112.18 | 0.493 | 11.5 | -- | 1.44 | -0.876 | -- | -- | 0.366 | 7.78 | 27.5 | 520 | -- | -- |
259.19 | 0.752 | 11.5 | 1.09 | -- | -- | -- | -- | 0.531 | -- | -- | -- | -- | -- |
126.51 | 0.526 | 11.4 | -- | 1.75 | -- | -- | -- | 0.386 | 7.5 | -- | -- | -- | -- |
185.55 | 0.634 | 11.5 | -- | -- | -1.88 | -- | -- | 0.527 | -- | 24.7 | 552 | -- | -- |
290.24 | 0.795 | 11.5 | -- | -- | -- | -- | -- | 0.411 | -- | -- | -- | -- | -- |
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 | 63.06 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 14 | 5 |
2 | 63.16 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 4 |
12 | 64.85 | temperature | 25.0 | 10 | > th | dose independent | rect. | 16 | 4 |
13 | 64.96 | temperature | 25.0 | 270 | > th | dose independent | rect. | 14 | 5 |
15 | 65.00 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 14 | 13 |
18 | 65.15 | temperature | 25.0 | 90 | > th | dose independent | rect. | 16 | 4 |
29 | 65.65 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 14 | 18 |
54 | 66.10 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 16 | 14 |
85 | 66.61 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 14 |
146 | 67.74 | temperature | 10.0 | 270 | > th | dose dependent | sin | 18 | NA |
165 | 67.99 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 16 | 9 |
168 | 68.08 | temperature | 20.0 | 270 | > th | dose dependent | sin | 17 | NA |
220 | 68.77 | radiation | 10.0 | 270 | > th | dose dependent | rect. | 16 | 15 |
236 | 69.04 | radiation | 10.0 | 270 | > th | dose independent | rect. | 16 | 1 |
241 | 69.09 | radiation | 10.0 | 270 | > th | dose dependent | rect. | 16 | 1 |
430 | 70.37 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 18 |
432 | 70.42 | radiation | 1.0 | 270 | < th | dose independent | sin | 15 | NA |
435 | 70.43 | radiation | 20.0 | 270 | < th | dose dependent | sin | 13 | NA |
467 | 70.62 | radiation | 1.0 | 270 | > th | dose independent | sin | 15 | NA |
521 | 70.93 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 10 | 13 |
644 | 71.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 14 |
651 | 71.75 | temperature | 30.0 | 270 | < th | dose dependent | sin | 19 | NA |
659 | 71.80 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 22 |
683 | 72.02 | wind | 3.0 | 270 | > th | dose independent | rect. | 15 | 2 |
729 | 72.36 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 7 | 11 |
762 | 72.57 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 7 | 12 |
800 | 72.87 | radiation | 1.0 | 270 | > th | dose dependent | sin | 13 | NA |
802 | 72.87 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 21 |
824 | 73.00 | humidity | 90.0 | 90 | < th | dose independent | rect. | 16 | 3 |
932 | 73.46 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 16 | 3 |
933 | 73.46 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 16 | 3 |
937 | 73.47 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 22 |
949 | 73.53 | wind | 7.0 | 90 | < th | dose independent | rect. | 16 | 3 |
956 | 73.55 | wind | 3.0 | 270 | > th | dose independent | rect. | 14 | 4 |