Os10g0429400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description :
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Os10g0429400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description :
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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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 111.74 | 0.497 | 8.96 | 1.01 | 1.65 | 0.545 | 0.102 | -0.415 | 0.58 | 17.9 | 29.65 | 1276 | -- | -- |
| 112.09 | 0.493 | 8.96 | 0.989 | 1.64 | 0.545 | 0.128 | -- | 0.583 | 17.9 | 29.65 | 1276 | -- | -- |
| 111.76 | 0.492 | 8.96 | 1 | 1.65 | 0.547 | -- | -0.418 | 0.583 | 17.9 | 29.65 | 1270 | -- | -- |
| 112.1 | 0.493 | 8.96 | 0.988 | 1.65 | 0.549 | -- | -- | 0.575 | 17.9 | 29.66 | 1272 | -- | -- |
| 250.3 | 0.737 | 8.94 | 0.985 | -- | 0.575 | -- | -0.422 | 0.545 | -- | 27.18 | 1343 | -- | -- |
| 121.01 | 0.516 | 8.98 | 0.915 | 1.65 | -- | 0.0666 | -- | 0.474 | 17.7 | -- | -- | -- | -- |
| 121.02 | 0.515 | 8.98 | 0.915 | 1.65 | -- | -- | -- | 0.474 | 17.7 | -- | -- | -- | -- |
| 250.61 | 0.737 | 8.94 | 0.954 | -- | 0.552 | -- | -- | 0.544 | -- | 27.2 | 1344 | -- | -- |
| 132.6 | 0.536 | 8.97 | -- | 1.67 | 0.565 | -- | -- | 0.539 | 17.9 | 29.96 | 8468 | -- | -- |
| 262.14 | 0.757 | 8.96 | 0.862 | -- | -- | -- | -- | 0.435 | -- | -- | -- | -- | -- |
| 143.07 | 0.56 | 9 | -- | 1.63 | -- | -- | -- | 0.372 | 17.7 | -- | -- | -- | -- |
| 264.86 | 0.758 | 8.89 | -- | -- | 0.621 | -- | -- | 0.571 | -- | 8.463 | 8628 | -- | -- |
| 281.75 | 0.783 | 8.98 | -- | -- | -- | -- | -- | 0.339 | -- | -- | -- | -- | -- |
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 | 106.35 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 2 | 106.55 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 3 | 106.66 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
| 4 | 106.66 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 6 | 106.88 | wind | 3.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 11 | 107.05 | wind | 7.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 17 | 107.41 | wind | 9.0 | 90 | < th | dose dependent | rect. | 16 | 11 |
| 21 | 107.57 | wind | 9.0 | 90 | < th | dose dependent | rect. | 8 | 19 |
| 31 | 107.87 | temperature | 15.0 | 270 | > th | dose independent | rect. | 5 | 22 |
| 32 | 107.90 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 5 |
| 33 | 107.90 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 36 | 108.01 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 22 |
| 38 | 108.02 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 40 | 108.02 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 41 | 108.02 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 44 | 108.02 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 45 | 108.02 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 47 | 108.02 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 51 | 108.03 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 54 | 108.04 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 57 | 108.07 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 68 | 108.23 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 6 |
| 69 | 108.23 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 6 |
| 74 | 108.33 | wind | 7.0 | 90 | < th | dose independent | rect. | 8 | 19 |
| 81 | 108.54 | temperature | 15.0 | 90 | > th | dose independent | rect. | 8 | 19 |
| 93 | 108.68 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 5 |
| 95 | 108.68 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 96 | 108.68 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 5 |
| 98 | 108.68 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 5 |
| 99 | 108.68 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 103 | 108.69 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 116 | 108.82 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 120 | 108.84 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 19 |
| 121 | 108.84 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 19 |
| 123 | 108.86 | wind | 3.0 | 90 | < th | dose dependent | rect. | 8 | 19 |
| 135 | 108.89 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 19 |
| 136 | 108.90 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
| 138 | 108.93 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 189 | 109.29 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 195 | 109.31 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 22 |
| 196 | 109.31 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 22 |
| 206 | 109.40 | wind | 5.0 | 90 | < th | dose independent | rect. | 16 | 11 |
| 254 | 109.56 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
| 276 | 109.65 | wind | 5.0 | 90 | < th | dose dependent | rect. | 21 | 6 |
| 294 | 109.69 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 5 |
| 299 | 109.71 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 11 |
| 328 | 109.77 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 19 | 7 |
| 345 | 109.83 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
| 363 | 109.84 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 396 | 109.95 | wind | 9.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
| 400 | 109.96 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
| 403 | 109.96 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 6 |
| 404 | 109.96 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
| 405 | 109.96 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 18 |
| 422 | 110.03 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 434 | 110.05 | wind | 3.0 | 90 | < th | dose independent | rect. | 21 | 6 |
| 437 | 110.06 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 443 | 110.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 10 |
| 444 | 110.09 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 20 | 1 |
| 460 | 110.17 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
| 467 | 110.18 | humidity | 80.0 | 270 | > th | dose independent | rect. | 21 | 4 |
| 469 | 110.19 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 20 |
| 490 | 110.26 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 3 | 6 |
| 501 | 110.29 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 21 | 6 |
| 514 | 110.34 | temperature | 15.0 | 270 | > th | dose independent | rect. | 21 | 14 |
| 516 | 110.34 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 14 | 19 |
| 520 | 110.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 1 |
| 563 | 110.43 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 3 |
| 565 | 110.43 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 14 |
| 567 | 110.44 | radiation | 40.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
| 586 | 110.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 10 |
| 588 | 110.52 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 14 |
| 611 | 110.56 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 14 |
| 613 | 110.56 | radiation | 30.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
| 618 | 110.57 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 628 | 110.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 5 |
| 633 | 110.60 | humidity | 80.0 | 720 | > th | dose independent | rect. | 19 | 7 |
| 646 | 110.63 | humidity | 80.0 | 720 | < th | dose independent | rect. | 19 | 2 |
| 649 | 110.64 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 3 |
| 661 | 110.67 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 670 | 110.68 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 10 |
| 672 | 110.68 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 708 | 110.73 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 5 |
| 710 | 110.74 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
| 715 | 110.74 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 2 | 15 |
| 719 | 110.76 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 721 | 110.76 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 14 |
| 724 | 110.76 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 14 |
| 734 | 110.80 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 14 | 1 |
| 741 | 110.81 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 5 |
| 744 | 110.82 | temperature | 20.0 | 90 | > th | dose independent | rect. | 23 | 13 |
| 749 | 110.82 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 5 |
| 754 | 110.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 9 | 19 |
| 809 | 110.92 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 21 | 4 |
| 825 | 110.94 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 9 |
| 850 | 110.97 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 10 |
| 853 | 110.97 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 857 | 110.97 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 10 |
| 866 | 110.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 10 |
| 874 | 110.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 10 |
| 878 | 111.00 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 14 |
| 887 | 111.01 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 9 | 18 |
| 896 | 111.03 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 4 | 5 |
| 915 | 111.06 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 3 |
| 923 | 111.08 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 6 |
| 980 | 111.15 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 4 | 5 |