Os09g0495400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os09g0495400 |
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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 214.64 | 0.688 | 4.77 | -0.171 | 0.233 | -0.805 | 0.797 | -0.891 | -0.472 | 11.9 | 71 | 4921 | -- | -- |
| 215.78 | 0.684 | 4.76 | -0.223 | 0.225 | -0.814 | 0.773 | -- | -0.475 | 11.9 | 70.72 | 4930 | -- | -- |
| 217.33 | 0.687 | 4.76 | -0.153 | 0.232 | -0.792 | -- | -0.857 | -0.468 | 12.4 | 71 | 4930 | -- | -- |
| 218.34 | 0.688 | 4.77 | -0.192 | 0.231 | -0.854 | -- | -- | -0.487 | 12.2 | 70.63 | 4930 | -- | -- |
| 220.32 | 0.691 | 4.77 | -0.151 | -- | -0.761 | -- | -0.895 | -0.468 | -- | 71 | 4793 | -- | -- |
| 227.5 | 0.707 | 4.74 | -0.224 | 0.231 | -- | 0.697 | -- | -0.376 | 13.3 | -- | -- | -- | -- |
| 229.33 | 0.709 | 4.74 | -0.199 | 0.241 | -- | -- | -- | -0.371 | 14.2 | -- | -- | -- | -- |
| 221.41 | 0.693 | 4.77 | -0.204 | -- | -0.829 | -- | -- | -0.49 | -- | 70.28 | 4793 | -- | -- |
| 219.32 | 0.69 | 4.76 | -- | 0.227 | -0.862 | -- | -- | -0.479 | 12.2 | 70.99 | 4930 | -- | -- |
| 232.79 | 0.713 | 4.74 | -0.209 | -- | -- | -- | -- | -0.376 | -- | -- | -- | -- | -- |
| 230.37 | 0.71 | 4.74 | -- | 0.244 | -- | -- | -- | -0.349 | 14.2 | -- | -- | -- | -- |
| 222.5 | 0.695 | 4.77 | -- | -- | -0.83 | -- | -- | -0.466 | -- | 70.79 | 4793 | -- | -- |
| 233.94 | 0.714 | 4.74 | -- | -- | -- | -- | -- | -0.353 | -- | -- | -- | -- | -- |
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 | 206.42 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 2 | 207.33 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
| 5 | 208.47 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 23 | 3 |
| 8 | 208.60 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 3 |
| 9 | 208.60 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 3 |
| 16 | 209.07 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
| 18 | 209.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 19 | 209.08 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
| 21 | 209.14 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 1 |
| 22 | 209.14 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 23 | 209.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 1 |
| 24 | 209.20 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 2 |
| 25 | 209.25 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
| 26 | 209.25 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
| 28 | 209.27 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 2 |
| 34 | 209.36 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
| 58 | 209.97 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 60 | 209.97 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 5 |
| 66 | 210.18 | wind | 3.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
| 75 | 210.35 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 7 |
| 93 | 210.49 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
| 94 | 210.51 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
| 107 | 210.78 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 108 | 210.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 111 | 210.82 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 9 |
| 112 | 210.83 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 113 | 210.84 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 132 | 211.02 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
| 133 | 211.03 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 141 | 211.08 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 2 | 5 |
| 142 | 211.08 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 2 | 5 |
| 143 | 211.10 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 9 |
| 146 | 211.11 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 22 | 14 |
| 155 | 211.20 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 7 |
| 158 | 211.21 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 9 | 1 |
| 159 | 211.21 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 4 |
| 164 | 211.25 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 8 |
| 211 | 211.51 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 217 | 211.55 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 229 | 211.61 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 10 |
| 231 | 211.61 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 10 |
| 250 | 211.67 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 10 |
| 254 | 211.69 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 11 |
| 270 | 211.74 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 2 | 8 |
| 288 | 211.78 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 2 | 4 |
| 332 | 211.96 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 12 |
| 334 | 211.96 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 12 |
| 340 | 211.99 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 12 |
| 352 | 212.05 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 1 | 12 |
| 357 | 212.07 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
| 364 | 212.09 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 1 | 9 |
| 384 | 212.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 406 | 212.27 | radiation | 1.0 | 720 | < th | dose independent | rect. | 6 | 1 |
| 410 | 212.28 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 24 | 8 |
| 431 | 212.40 | temperature | 25.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 432 | 212.40 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 495 | 212.72 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
| 499 | 212.73 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 500 | 212.73 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 501 | 212.74 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
| 508 | 212.75 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 602 | 213.09 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 3 |
| 605 | 213.11 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 24 | 3 |
| 613 | 213.15 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 9 |
| 629 | 213.24 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
| 636 | 213.26 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 656 | 213.31 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 8 |
| 681 | 213.36 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
| 684 | 213.36 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
| 700 | 213.39 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 11 | 2 |
| 732 | 213.48 | temperature | 20.0 | 270 | > th | dose dependent | sin | 8 | NA |
| 736 | 213.50 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
| 737 | 213.50 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 740 | 213.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 756 | 213.55 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 779 | 213.59 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 6 | NA |
| 790 | 213.62 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 803 | 213.65 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 833 | 213.74 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
| 837 | 213.77 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 5 | NA |
| 847 | 213.79 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 850 | 213.81 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 5 | NA |
| 852 | 213.81 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 5 | NA |
| 889 | 213.90 | wind | 7.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 909 | 213.94 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 924 | 213.98 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 2 | 1 |
| 955 | 214.07 | wind | 1.0 | 43200 | > th | dose independent | sin | 9 | NA |
| 959 | 214.07 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 7 |
| 970 | 214.09 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 982 | 214.11 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 7 | 4 |