Os02g0714100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Diacylglycerol acyltransferase family protein.
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Os02g0714100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Diacylglycerol acyltransferase family 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 93.66 | 0.455 | 7.02 | -0.448 | 1.66 | -1.59 | -1.92 | -0.525 | 0.477 | 2.76 | 29.77 | 1438 | -- | -- |
| 93.95 | 0.451 | 7.02 | -0.485 | 1.69 | -1.5 | -1.86 | -- | 0.513 | 2.77 | 32.4 | 1489 | -- | -- |
| 104.73 | 0.477 | 7.01 | -0.353 | 1.74 | -1.66 | -- | -0.907 | 0.469 | 2.9 | 26.38 | 1796 | -- | -- |
| 105.59 | 0.479 | 7.02 | -0.518 | 1.76 | -1.6 | -- | -- | 0.444 | 2.89 | 27.6 | 1815 | -- | -- |
| 248.83 | 0.735 | 7.02 | -0.517 | -- | -1.93 | -- | -0.845 | 0.412 | -- | 27.86 | 2540 | -- | -- |
| 133.9 | 0.542 | 6.95 | -0.0587 | 1.74 | -- | -1.86 | -- | 0.799 | 2.77 | -- | -- | -- | -- |
| 145.85 | 0.566 | 6.95 | -0.0141 | 1.73 | -- | -- | -- | 0.81 | 2.75 | -- | -- | -- | -- |
| 248.91 | 0.735 | 7.05 | -0.714 | -- | -1.87 | -- | -- | 0.373 | -- | 28.68 | 2548 | -- | -- |
| 112.2 | 0.493 | 6.99 | -- | 1.66 | -1.3 | -- | -- | 0.609 | 2.77 | 32.4 | 1440 | -- | -- |
| 319.6 | 0.835 | 6.94 | 0.0597 | -- | -- | -- | -- | 0.854 | -- | -- | -- | -- | -- |
| 145.85 | 0.565 | 6.95 | -- | 1.73 | -- | -- | -- | 0.811 | 2.75 | -- | -- | -- | -- |
| 247.55 | 0.733 | 7 | -- | -- | -1.94 | -- | -- | 0.572 | -- | 57.55 | 1109 | -- | -- |
| 319.69 | 0.835 | 6.94 | -- | -- | -- | -- | -- | 0.847 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 88.62 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 21 | 2 |
| 3 | 88.92 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 21 | 2 |
| 40 | 90.52 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 19 | 15 |
| 42 | 90.57 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 19 | 15 |
| 81 | 91.01 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 5 | 3 |
| 83 | 91.02 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 5 | 3 |
| 102 | 91.20 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 6 | 1 |
| 107 | 91.22 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
| 141 | 91.39 | temperature | 10.0 | 1440 | > th | dose dependent | sin | 9 | NA |
| 155 | 91.46 | temperature | 30.0 | 1440 | < th | dose dependent | sin | 9 | NA |
| 166 | 91.53 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 276 | 91.89 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 13 |
| 280 | 91.92 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 13 |
| 285 | 91.92 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 13 |
| 446 | 92.38 | precipitation | 0.1 | 43200 | > th | dose independent | sin | 6 | NA |
| 447 | 92.38 | precipitation | 0.1 | 43200 | < th | dose independent | sin | 6 | NA |
| 448 | 92.38 | precipitation | 0.1 | 43200 | < th | dose dependent | sin | 6 | NA |
| 464 | 92.43 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 9 |
| 469 | 92.43 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 12 |
| 477 | 92.45 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 3 |
| 487 | 92.48 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 7 |
| 488 | 92.48 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 9 |
| 492 | 92.48 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 9 |
| 500 | 92.50 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 2 | 5 |
| 503 | 92.51 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
| 509 | 92.52 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
| 629 | 92.79 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 7 |
| 698 | 92.92 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 7 |
| 701 | 92.92 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 7 |
| 779 | 93.12 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 6 | NA |
| 813 | 93.22 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 870 | 93.32 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 4 |
| 872 | 93.32 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 4 |
| 919 | 93.41 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 9 |
| 922 | 93.42 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 4 |
| 926 | 93.44 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 6 |
| 928 | 93.44 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 6 |
| 936 | 93.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 4 |
| 989 | 93.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 6 |
| 997 | 93.57 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 4 | 9 |