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Os08g0537800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ovarian tumour, otubain 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7.89 | 0.132 | 12.1 | -0.084 | 0.482 | -0.491 | -0.354 | -0.899 | 0.0112 | 20.3 | 23.3 | 5378 | -- | -- |
8.18 | 0.133 | 12.1 | -0.174 | 0.487 | -0.278 | -0.35 | -- | -0.000587 | 20.3 | 36.74 | 5831 | -- | -- |
8.27 | 0.134 | 12.1 | -0.0735 | 0.485 | -0.482 | -- | -0.891 | 0.0151 | 20.3 | 23.28 | 5499 | -- | -- |
8.56 | 0.136 | 12.1 | -0.162 | 0.485 | -0.276 | -- | -- | -0.000258 | 20.3 | 34.19 | 5812 | -- | -- |
16.33 | 0.188 | 12.1 | -0.12 | -- | -0.627 | -- | -0.25 | -0.039 | -- | 34.7 | 613 | -- | -- |
9.47 | 0.144 | 12.1 | -0.0402 | 0.485 | -- | -0.338 | -- | 0.06 | 20.4 | -- | -- | -- | -- |
9.83 | 0.147 | 12.1 | -0.0298 | 0.486 | -- | -- | -- | 0.06 | 20.3 | -- | -- | -- | -- |
16.23 | 0.188 | 12.1 | -0.189 | -- | -0.658 | -- | -- | -0.0425 | -- | 146.9 | 613 | -- | -- |
9.05 | 0.14 | 12.1 | -- | 0.481 | -0.186 | -- | -- | 0.0364 | 20.3 | 43.4 | 4844 | -- | -- |
22.93 | 0.224 | 12.1 | -0.0328 | -- | -- | -- | -- | 0.0548 | -- | -- | -- | -- | -- |
9.85 | 0.147 | 12.1 | -- | 0.486 | -- | -- | -- | 0.0633 | 20.3 | -- | -- | -- | -- |
17.09 | 0.193 | 12.1 | -- | -- | -0.589 | -- | -- | -0.0131 | -- | 171 | 608 | -- | -- |
22.96 | 0.224 | 12.1 | -- | -- | -- | -- | -- | 0.0584 | -- | -- | -- | -- | -- |
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 | 6.76 | temperature | 20 | 720 | > th | dose dependent | rect. | 4 | 5 |
10 | 7.03 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 6 |
46 | 7.31 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 10 |
53 | 7.33 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 11 |
59 | 7.35 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 8 |
72 | 7.39 | temperature | 20 | 720 | > th | dose dependent | sin | 6 | NA |
88 | 7.43 | temperature | 25 | 720 | > th | dose independent | rect. | 4 | 5 |
111 | 7.48 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 4 |
129 | 7.50 | temperature | 10 | 270 | > th | dose dependent | rect. | 4 | 14 |
159 | 7.56 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 2 |
183 | 7.59 | radiation | 1 | 14400 | > th | dose independent | rect. | 8 | 9 |
184 | 7.59 | radiation | 1 | 14400 | < th | dose independent | rect. | 8 | 9 |
185 | 7.59 | temperature | 25 | 720 | < th | dose independent | rect. | 1 | 11 |
235 | 7.64 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
244 | 7.64 | temperature | 10 | 720 | > th | dose dependent | rect. | 22 | 17 |
249 | 7.65 | temperature | 30 | 720 | < th | dose dependent | sin | 6 | NA |
250 | 7.65 | temperature | 20 | 14400 | < th | dose dependent | rect. | 5 | 1 |
251 | 7.65 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 4 |
261 | 7.66 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 6 |
262 | 7.66 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 1 |
285 | 7.67 | humidity | 90 | 43200 | > th | dose dependent | rect. | 1 | 1 |
330 | 7.69 | humidity | 90 | 43200 | > th | dose independent | rect. | 23 | 3 |
352 | 7.70 | humidity | 90 | 43200 | < th | dose independent | rect. | 23 | 2 |
361 | 7.70 | temperature | 20 | 4320 | > th | dose dependent | rect. | 2 | 1 |
377 | 7.70 | radiation | 1 | 43200 | > th | dose dependent | rect. | 16 | 14 |
385 | 7.71 | radiation | 1 | 14400 | < th | dose independent | rect. | 12 | 5 |
393 | 7.71 | radiation | 1 | 43200 | > th | dose dependent | rect. | 16 | 1 |
398 | 7.71 | radiation | 1 | 43200 | > th | dose dependent | rect. | 16 | 3 |
415 | 7.71 | radiation | 1 | 14400 | < th | dose dependent | rect. | 8 | 10 |
422 | 7.72 | temperature | 20 | 720 | < th | dose independent | rect. | 5 | 1 |
427 | 7.72 | radiation | 1 | 14400 | > th | dose independent | rect. | 12 | 5 |
428 | 7.72 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 15 | 6 |
431 | 7.72 | temperature | 20 | 4320 | > th | dose dependent | rect. | 5 | 1 |
478 | 7.72 | radiation | 20 | 43200 | < th | dose dependent | rect. | 18 | 11 |
486 | 7.72 | radiation | 30 | 43200 | < th | dose dependent | rect. | 16 | 14 |
498 | 7.73 | temperature | 25 | 270 | < th | dose independent | rect. | 9 | 2 |
499 | 7.73 | humidity | 60 | 43200 | < th | dose independent | rect. | 8 | 2 |
501 | 7.73 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 18 | 3 |
511 | 7.73 | radiation | 30 | 43200 | < th | dose dependent | rect. | 16 | 1 |
528 | 7.73 | humidity | 80 | 43200 | > th | dose dependent | rect. | 18 | 7 |
568 | 7.74 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 14 | 8 |
570 | 7.74 | radiation | 30 | 43200 | > th | dose independent | rect. | 16 | 16 |
572 | 7.74 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
573 | 7.74 | radiation | 30 | 43200 | < th | dose dependent | rect. | 16 | 3 |
588 | 7.74 | radiation | 1 | 14400 | < th | dose dependent | rect. | 11 | 7 |
600 | 7.74 | radiation | 30 | 43200 | < th | dose dependent | rect. | 16 | 9 |
633 | 7.74 | radiation | 30 | 43200 | > th | dose dependent | rect. | 15 | 17 |
635 | 7.75 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 19 | 1 |
636 | 7.75 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 2 |
652 | 7.75 | humidity | 80 | 43200 | > th | dose dependent | sin | 15 | NA |
653 | 7.75 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 1 |
714 | 7.75 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 17 |
719 | 7.76 | temperature | 20 | 4320 | < th | dose independent | rect. | 4 | 1 |
722 | 7.76 | radiation | 30 | 43200 | > th | dose independent | rect. | 7 | 1 |
747 | 7.76 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 12 | 9 |
756 | 7.76 | temperature | 20 | 14400 | < th | dose dependent | sin | 8 | NA |
757 | 7.76 | humidity | 90 | 43200 | > th | dose dependent | sin | 9 | NA |
763 | 7.76 | radiation | 1 | 43200 | < th | dose dependent | sin | 9 | NA |
765 | 7.76 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 1 |
766 | 7.76 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 23 | 1 |
773 | 7.76 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 3 |
783 | 7.76 | radiation | 1 | 43200 | < th | dose dependent | rect. | 4 | 6 |
816 | 7.76 | radiation | 1 | 43200 | < th | dose dependent | rect. | 22 | 12 |
854 | 7.77 | temperature | 20 | 4320 | > th | dose independent | rect. | 4 | 1 |
855 | 7.77 | radiation | 30 | 43200 | < th | dose independent | rect. | 15 | 2 |
900 | 7.77 | temperature | 25 | 270 | > th | dose independent | rect. | 5 | 14 |
915 | 7.77 | radiation | 1 | 43200 | < th | dose dependent | sin | 7 | NA |
939 | 7.77 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 20 | 6 |