Os06g0484400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os06g0484400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : 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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 110.14 | 0.493 | 3 | 0.000161 | 0.204 | 0.0911 | 0.13 | 1.46 | -0.024 | 6.79 | 1002 | 11026 | -- | -- |
| 110.91 | 0.49 | 3.02 | -0.0739 | 0.202 | 0.357 | 0.124 | -- | -0.0118 | 6.8 | 1000 | 11436 | -- | -- |
| 110.17 | 0.489 | 3 | 0.0033 | 0.204 | 0.0884 | -- | 1.46 | -0.0239 | 6.98 | 1001 | 11034 | -- | -- |
| 110.85 | 0.49 | 3.01 | -0.0601 | 0.204 | 0.378 | -- | -- | 0.00814 | 6.95 | 1005 | 12449 | -- | -- |
| 112.36 | 0.494 | 3.01 | 0.00645 | -- | 0.0853 | -- | 1.45 | -0.0203 | -- | 1001 | 11084 | -- | -- |
| 114.02 | 0.501 | 3.03 | -0.0053 | 0.201 | -- | 0.115 | -- | -0.0446 | 6.84 | -- | -- | -- | -- |
| 114.05 | 0.5 | 3.03 | -0.00296 | 0.201 | -- | -- | -- | -0.0447 | 7.01 | -- | -- | -- | -- |
| 113 | 0.495 | 3.02 | -0.0637 | -- | 0.384 | -- | -- | 0.0141 | -- | 1005 | 12494 | -- | -- |
| 110.96 | 0.491 | 3.01 | -- | 0.202 | 0.374 | -- | -- | 0.0163 | 6.89 | 1005 | 12445 | -- | -- |
| 116.17 | 0.504 | 3.03 | 0.00108 | -- | -- | -- | -- | -0.041 | -- | -- | -- | -- | -- |
| 114.05 | 0.5 | 3.03 | -- | 0.201 | -- | -- | -- | -0.0444 | 7.01 | -- | -- | -- | -- |
| 113.1 | 0.495 | 3.02 | -- | -- | 0.372 | -- | -- | 0.0193 | -- | 1005 | 12481 | -- | -- |
| 116.17 | 0.503 | 3.03 | -- | -- | -- | -- | -- | -0.0411 | -- | -- | -- | -- | -- |
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 | 104.96 | temperature | 25.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 3 | 105.23 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 5 | 105.36 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 7 | 105.87 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 8 | 106.04 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 9 | 106.08 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
| 14 | 107.34 | humidity | 90.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 17 | 107.48 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 4 | 1 |
| 23 | 107.75 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
| 30 | 107.88 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 36 | 107.90 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 39 | 107.92 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 41 | 107.92 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 42 | 107.92 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 46 | 107.92 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 48 | 107.92 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 53 | 107.92 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 59 | 107.95 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 1 |
| 60 | 107.95 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 79 | 107.99 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 23 |
| 86 | 108.01 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 88 | 108.04 | wind | 9.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 98 | 108.11 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 103 | 108.18 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 5 |
| 106 | 108.22 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 107 | 108.22 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 109 | 108.25 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 121 | 108.44 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 123 | 108.44 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 126 | 108.44 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 130 | 108.44 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 139 | 108.44 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 140 | 108.44 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 141 | 108.44 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 150 | 108.44 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 153 | 108.44 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 23 |
| 154 | 108.44 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 23 |
| 158 | 108.52 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 23 |
| 161 | 108.60 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 5 | 23 |
| 163 | 108.65 | temperature | 20.0 | 10 | < th | dose dependent | sin | 23 | NA |
| 183 | 108.90 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 20 | 2 |
| 190 | 109.10 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 19 | 8 |
| 195 | 109.13 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 7 | 6 |
| 210 | 109.24 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 1 | 21 |
| 212 | 109.25 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 17 | 11 |
| 218 | 109.30 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 23 | 10 |
| 228 | 109.41 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 4 |
| 229 | 109.41 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 4 | 17 |
| 239 | 109.46 | wind | 7.0 | 4320 | < th | dose independent | rect. | 19 | 8 |
| 244 | 109.48 | wind | 9.0 | 4320 | > th | dose independent | rect. | 18 | 3 |
| 246 | 109.49 | wind | 9.0 | 4320 | < th | dose independent | rect. | 18 | 3 |
| 247 | 109.49 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 19 | 3 |
| 249 | 109.50 | wind | 7.0 | 4320 | > th | dose independent | rect. | 19 | 8 |
| 253 | 109.52 | humidity | 90.0 | 30 | < th | dose independent | rect. | 2 | 4 |
| 254 | 109.52 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
| 257 | 109.52 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 4 |
| 283 | 109.58 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
| 312 | 109.61 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |
| 316 | 109.62 | atmosphere | 995.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 342 | 109.65 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 1 | 12 |
| 387 | 109.72 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 17 | 16 |
| 408 | 109.74 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 7 |
| 410 | 109.75 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 479 | 109.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 20 | 2 |
| 482 | 109.84 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
| 489 | 109.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 20 | 2 |
| 495 | 109.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 20 | 2 |
| 505 | 109.86 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 1 | 6 |
| 536 | 109.89 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 4 | 9 |
| 557 | 109.90 | wind | 3.0 | 720 | > th | dose dependent | rect. | 21 | 9 |
| 573 | 109.91 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 5 | 9 |
| 586 | 109.92 | atmosphere | 1005.0 | 720 | > th | dose dependent | rect. | 23 | 2 |
| 650 | 109.95 | wind | 5.0 | 4320 | > th | dose independent | rect. | 17 | 16 |
| 653 | 109.95 | wind | 9.0 | 720 | < th | dose dependent | rect. | 21 | 8 |
| 667 | 109.96 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 23 |
| 668 | 109.96 | wind | 3.0 | 4320 | > th | dose dependent | sin | 12 | NA |
| 674 | 109.97 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 687 | 109.97 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 1 |
| 701 | 109.98 | atmosphere | 1005.0 | 720 | > th | dose dependent | rect. | 21 | 8 |
| 719 | 109.99 | wind | 1.0 | 720 | > th | dose dependent | rect. | 22 | 6 |
| 720 | 109.99 | atmosphere | 1005.0 | 720 | > th | dose dependent | rect. | 22 | 6 |
| 804 | 110.04 | wind | 5.0 | 4320 | < th | dose independent | rect. | 17 | 17 |
| 811 | 110.05 | wind | 5.0 | 4320 | > th | dose independent | sin | 12 | NA |
| 821 | 110.05 | atmosphere | 995.0 | 720 | > th | dose dependent | rect. | 21 | 8 |
| 824 | 110.06 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 836 | 110.06 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 24 | 3 |
| 895 | 110.08 | atmosphere | 1015.0 | 720 | < th | dose dependent | rect. | 22 | 5 |
| 904 | 110.09 | atmosphere | 1005.0 | 14400 | < th | dose independent | sin | 10 | NA |
| 937 | 110.12 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 21 | 10 |
| 945 | 110.12 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 964 | 110.14 | wind | 3.0 | 720 | > th | dose independent | rect. | 21 | 9 |
| 978 | 110.15 | wind | 5.0 | 4320 | < th | dose independent | sin | 12 | NA |