Os05g0163200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Mov34/MPN/PAD-1 family protein.
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Os05g0163200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Mov34/MPN/PAD-1 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32.97 | 0.27 | 13.4 | 1.3 | 1.25 | 0.226 | -0.18 | -1.91 | 0.345 | 17.2 | 25.86 | 1037 | -- | -- |
| 35.55 | 0.278 | 13.4 | 1.1 | 1.25 | 0.708 | -0.251 | -- | 0.264 | 17.2 | 17.7 | 8148 | -- | -- |
| 33.01 | 0.268 | 13.4 | 1.38 | 1.25 | 0.27 | -- | -2.13 | 0.377 | 17.2 | 27.83 | 1120 | -- | -- |
| 35.35 | 0.277 | 13.4 | 1.18 | 1.22 | 0.706 | -- | -- | 0.32 | 17.1 | 14.89 | 30998 | -- | -- |
| 110.08 | 0.491 | 13.4 | 0.864 | -- | -0.805 | -- | -1.62 | 0.104 | -- | 34.7 | 1232 | -- | -- |
| 39.44 | 0.294 | 13.4 | 0.838 | 1.26 | -- | -0.322 | -- | 0.187 | 17.1 | -- | -- | -- | -- |
| 39.7 | 0.295 | 13.4 | 0.837 | 1.26 | -- | -- | -- | 0.186 | 17.1 | -- | -- | -- | -- |
| 112.33 | 0.496 | 13.4 | 0.64 | -- | -0.839 | -- | -- | 0.0421 | -- | 46.26 | 1248 | -- | -- |
| 47.81 | 0.322 | 13.5 | -- | 1.26 | -0.545 | -- | -- | -0.071 | 17.1 | 27.28 | 47520 | -- | -- |
| 122.5 | 0.517 | 13.4 | 0.793 | -- | -- | -- | -- | 0.154 | -- | -- | -- | -- | -- |
| 58.18 | 0.357 | 13.4 | -- | 1.24 | -- | -- | -- | 0.0925 | 17.2 | -- | -- | -- | -- |
| 122.35 | 0.517 | 13.5 | -- | -- | -1.05 | -- | -- | -0.0525 | -- | 39.89 | 47520 | -- | -- |
| 139.08 | 0.55 | 13.4 | -- | -- | -- | -- | -- | 0.0659 | -- | -- | -- | -- | -- |
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 | 29.88 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 6 |
| 2 | 30.07 | temperature | 15.0 | 270 | > th | dose independent | rect. | 15 | 16 |
| 5 | 30.23 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 6 | 30.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 5 |
| 7 | 30.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 5 |
| 8 | 30.26 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 2 | 7 |
| 10 | 30.29 | radiation | 10.0 | 10 | < th | dose independent | rect. | 4 | 18 |
| 11 | 30.30 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
| 12 | 30.30 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 15 | 30.36 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 20 | 6 |
| 16 | 30.40 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 19 |
| 17 | 30.41 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 18 | 30.43 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 19 | 30.43 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
| 24 | 30.46 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 25 | 30.48 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 27 | 30.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 21 |
| 35 | 30.54 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 21 |
| 41 | 30.61 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 4 | 1 |
| 45 | 30.64 | humidity | 70.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 46 | 30.64 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 53 | 30.67 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 55 | 30.67 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 56 | 30.67 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 58 | 30.67 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 59 | 30.67 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 64 | 30.67 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 71 | 30.72 | radiation | 20.0 | 90 | < th | dose independent | rect. | 4 | 18 |
| 81 | 30.79 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 87 | 30.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 89 | 30.82 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 90 | 30.82 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 93 | 30.82 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 98 | 30.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 21 |
| 103 | 30.84 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 17 |
| 105 | 30.84 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 111 | 30.87 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 116 | 30.89 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
| 119 | 30.90 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 21 | 4 |
| 144 | 30.99 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 19 |
| 145 | 30.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
| 150 | 30.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
| 151 | 31.00 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 162 | 31.02 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 173 | 31.05 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 22 | 6 |
| 183 | 31.10 | humidity | 80.0 | 270 | > th | dose independent | rect. | 20 | 6 |
| 185 | 31.10 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
| 188 | 31.12 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 18 |
| 195 | 31.14 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 6 |
| 199 | 31.15 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 1 |
| 206 | 31.17 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 18 |
| 209 | 31.17 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 18 |
| 223 | 31.22 | temperature | 15.0 | 270 | > th | dose independent | rect. | 11 | 10 |
| 235 | 31.26 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 244 | 31.28 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 16 |
| 249 | 31.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
| 253 | 31.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
| 267 | 31.32 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 18 |
| 314 | 31.37 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 381 | 31.44 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 402 | 31.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 15 |
| 403 | 31.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 15 |
| 412 | 31.51 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 22 |
| 415 | 31.52 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 441 | 31.54 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 23 | 6 |
| 464 | 31.57 | humidity | 90.0 | 10 | < th | dose independent | rect. | 2 | 6 |
| 489 | 31.61 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 492 | 31.61 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 494 | 31.61 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 5 |
| 495 | 31.61 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 5 |
| 507 | 31.61 | temperature | 10.0 | 30 | > th | dose independent | rect. | 9 | 19 |
| 530 | 31.64 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 5 |
| 537 | 31.65 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 6 |
| 546 | 31.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 6 |
| 557 | 31.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 6 |
| 560 | 31.66 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 6 |
| 561 | 31.66 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 6 |
| 562 | 31.66 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 6 |
| 566 | 31.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 6 |
| 568 | 31.66 | radiation | 1.0 | 270 | < th | dose independent | rect. | 20 | 6 |
| 576 | 31.66 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 18 |
| 578 | 31.66 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 20 | 6 |
| 597 | 31.69 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 21 |
| 604 | 31.70 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 9 |
| 672 | 31.79 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 5 | 4 |
| 687 | 31.82 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 8 |
| 688 | 31.82 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 8 |
| 693 | 31.82 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 2 | 17 |
| 695 | 31.83 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 8 |
| 706 | 31.85 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
| 735 | 31.88 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 8 |
| 737 | 31.88 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 12 | 6 |
| 740 | 31.88 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 8 |
| 741 | 31.88 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 12 | 9 |
| 747 | 31.89 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 780 | 31.91 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 13 | 2 |
| 834 | 31.94 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 18 |
| 843 | 31.94 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 18 |
| 850 | 31.95 | wind | 9.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 851 | 31.95 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 852 | 31.95 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 853 | 31.95 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 856 | 31.95 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 22 | 6 |
| 857 | 31.95 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 6 |
| 865 | 31.95 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 18 |
| 871 | 31.95 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 6 |
| 898 | 31.97 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 9 | 19 |
| 903 | 31.98 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 4 |
| 912 | 31.98 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
| 914 | 31.98 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 12 | 9 |
| 983 | 32.01 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 18 |
| 995 | 32.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 4 |