Os10g0563800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os10g0563800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Conserved hypothetical 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 98.58 | 0.466 | 10.1 | -0.0292 | 0.463 | 9.35 | 0.378 | -28.4 | 0.256 | 4.45 | 0.0589 | 94 | -- | -- |
| 104.86 | 0.477 | 10.1 | 0.156 | 0.545 | 3.65 | 0.364 | -- | 0.266 | 5.97 | 1.886 | 60 | -- | -- |
| 98.96 | 0.463 | 10.1 | -0.0249 | 0.466 | 8.94 | -- | -26.9 | 0.255 | 4.48 | 0.007232 | 93 | -- | -- |
| 99.81 | 0.465 | 10.1 | 0.131 | 0.48 | 2.35 | -- | -- | 0.241 | 4.6 | 1.581 | 159 | -- | -- |
| 110.43 | 0.489 | 10.1 | -0.00376 | -- | 8.92 | -- | -27.5 | 0.266 | -- | 6.247e-07 | 86 | -- | -- |
| 106.7 | 0.484 | 10.1 | 0.17 | 0.447 | -- | 0.236 | -- | 0.237 | 4.34 | -- | -- | -- | -- |
| 106.86 | 0.484 | 10.1 | 0.168 | 0.449 | -- | -- | -- | 0.236 | 4.39 | -- | -- | -- | -- |
| 111.2 | 0.491 | 10.1 | 0.146 | -- | 2.02 | -- | -- | 0.254 | -- | 1.5 | 174 | -- | -- |
| 99.19 | 0.464 | 10.1 | -- | 0.488 | 2.26 | -- | -- | 0.237 | 4.57 | 1.512 | 175 | -- | -- |
| 117.66 | 0.507 | 10.1 | 0.186 | -- | -- | -- | -- | 0.248 | -- | -- | -- | -- | -- |
| 107.6 | 0.485 | 10.1 | -- | 0.452 | -- | -- | -- | 0.217 | 4.38 | -- | -- | -- | -- |
| 111.76 | 0.492 | 10.1 | -- | -- | 2.04 | -- | -- | 0.242 | -- | 1.482 | 173 | -- | -- |
| 118.57 | 0.508 | 10.1 | -- | -- | -- | -- | -- | 0.227 | -- | -- | -- | -- | -- |
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 | 93.90 | wind | 5.0 | 90 | < th | dose independent | rect. | 8 | 20 |
| 6 | 95.93 | wind | 9.0 | 90 | < th | dose dependent | rect. | 8 | 20 |
| 12 | 96.14 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 19 |
| 15 | 96.57 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 21 |
| 17 | 96.62 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 21 |
| 19 | 96.67 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 9 |
| 21 | 96.69 | wind | 5.0 | 270 | < th | dose independent | rect. | 16 | 10 |
| 28 | 96.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 23 |
| 29 | 96.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 23 |
| 33 | 96.90 | wind | 5.0 | 90 | > th | dose dependent | sin | 13 | NA |
| 44 | 97.22 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 20 |
| 45 | 97.22 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 20 |
| 46 | 97.24 | wind | 5.0 | 90 | > th | dose dependent | rect. | 17 | 15 |
| 56 | 97.39 | atmosphere | 1000.0 | 270 | < th | dose dependent | rect. | 14 | 1 |
| 74 | 97.56 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 15 | 4 |
| 78 | 97.58 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 17 |
| 86 | 97.61 | wind | 5.0 | 90 | > th | dose independent | sin | 15 | NA |
| 87 | 97.62 | wind | 3.0 | 90 | > th | dose dependent | rect. | 14 | 18 |
| 102 | 97.71 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 3 | 16 |
| 107 | 97.75 | wind | 5.0 | 90 | < th | dose independent | rect. | 13 | 14 |
| 108 | 97.75 | wind | 5.0 | 90 | > th | dose independent | rect. | 14 | 18 |
| 110 | 97.76 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 8 |
| 113 | 97.78 | wind | 5.0 | 90 | < th | dose independent | rect. | 11 | 16 |
| 121 | 97.82 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 14 | 15 |
| 134 | 97.89 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 14 | 5 |
| 142 | 97.92 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 15 |
| 145 | 97.95 | wind | 7.0 | 90 | > th | dose independent | sin | 12 | NA |
| 147 | 97.95 | wind | 5.0 | 90 | > th | dose independent | rect. | 12 | 20 |
| 151 | 97.95 | wind | 3.0 | 90 | > th | dose dependent | rect. | 12 | 20 |
| 158 | 97.98 | wind | 9.0 | 270 | < th | dose dependent | rect. | 15 | 10 |
| 160 | 97.99 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 3 | 16 |
| 179 | 98.06 | wind | 5.0 | 90 | < th | dose independent | sin | 15 | NA |
| 184 | 98.08 | wind | 7.0 | 90 | < th | dose independent | sin | 12 | NA |
| 246 | 98.24 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 15 |
| 260 | 98.25 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 21 | 22 |
| 264 | 98.26 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 22 |
| 290 | 98.31 | wind | 1.0 | 90 | > th | dose dependent | rect. | 12 | 11 |
| 303 | 98.34 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 10 |
| 340 | 98.41 | wind | 3.0 | 90 | > th | dose dependent | rect. | 14 | 8 |
| 343 | 98.42 | temperature | 30.0 | 90 | < th | dose independent | rect. | 8 | 8 |
| 346 | 98.42 | precipitation | 0.1 | 90 | > th | dose dependent | sin | 1 | NA |
| 383 | 98.48 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 14 | 14 |
| 398 | 98.50 | precipitation | 0.1 | 90 | > th | dose independent | sin | 0 | NA |
| 409 | 98.53 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 14 | 18 |
| 460 | 98.60 | temperature | 30.0 | 10 | < th | dose independent | rect. | 8 | 21 |
| 490 | 98.62 | precipitation | 0.1 | 90 | > th | dose dependent | no | NA | NA |
| 494 | 98.62 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 7 | 23 |
| 499 | 98.63 | temperature | 30.0 | 10 | < th | dose independent | rect. | 8 | 9 |
| 503 | 98.63 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 15 | 4 |
| 508 | 98.64 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 16 |
| 527 | 98.67 | wind | 5.0 | 90 | < th | dose independent | rect. | 8 | 9 |
| 534 | 98.68 | wind | 5.0 | 270 | > th | dose independent | rect. | 17 | 1 |
| 567 | 98.71 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 5 | 23 |
| 570 | 98.71 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 17 | 15 |
| 579 | 98.72 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
| 603 | 98.76 | wind | 7.0 | 90 | > th | dose independent | rect. | 17 | 12 |
| 687 | 98.83 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 16 |
| 717 | 98.87 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 718 | 98.87 | temperature | 30.0 | 10 | < th | dose independent | rect. | 8 | 19 |
| 741 | 98.90 | precipitation | 0.1 | 90 | > th | dose independent | no | NA | NA |
| 742 | 98.90 | precipitation | 0.1 | 90 | < th | dose independent | no | NA | NA |
| 754 | 98.90 | precipitation | 0.1 | 90 | < th | dose dependent | no | NA | NA |
| 781 | 98.95 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 14 | 3 |
| 791 | 98.96 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 2 |
| 792 | 98.96 | humidity | 70.0 | 90 | > th | dose independent | rect. | 3 | 5 |
| 818 | 98.99 | wind | 5.0 | 90 | > th | dose dependent | rect. | 17 | 5 |
| 826 | 99.00 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 850 | 99.03 | wind | 9.0 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 851 | 99.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 854 | 99.03 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 856 | 99.03 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 857 | 99.03 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 861 | 99.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 19 |
| 884 | 99.06 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 888 | 99.06 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 5 |
| 895 | 99.07 | wind | 5.0 | 90 | > th | dose independent | rect. | 14 | 8 |
| 896 | 99.07 | wind | 5.0 | 90 | > th | dose independent | rect. | 12 | 10 |
| 901 | 99.07 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 905 | 99.08 | radiation | 30.0 | 90 | < th | dose independent | rect. | 3 | 5 |
| 938 | 99.12 | atmosphere | 1000.0 | 270 | < th | dose independent | rect. | 14 | 1 |
| 940 | 99.12 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 11 |
| 958 | 99.13 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 16 | 2 |
| 972 | 99.14 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 6 |
| 984 | 99.15 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 985 | 99.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 988 | 99.15 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 991 | 99.15 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 999 | 99.15 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 21 |