Os09g0381300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os09g0381300 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119.6 | 0.514 | 7.12 | -1.56 | 0.476 | -0.881 | -0.527 | -3.29 | 0.188 | 22 | 0.4596 | 4885 | -- | -- |
| 125.3 | 0.521 | 7.16 | -1.4 | 0.482 | -0.95 | -0.564 | -- | 0.194 | 22.1 | 1.22 | 4715 | -- | -- |
| 120.08 | 0.51 | 7.12 | -1.51 | 0.489 | -0.671 | -- | -2.6 | 0.189 | 21.9 | 1 | 4968 | -- | -- |
| 126.29 | 0.523 | 7.16 | -1.42 | 0.492 | -0.921 | -- | -- | 0.209 | 22.1 | 1.5 | 4714 | -- | -- |
| 133.67 | 0.538 | 7.11 | -1.51 | -- | -0.663 | -- | -2.67 | 0.179 | -- | 1 | 4887 | -- | -- |
| 142.39 | 0.559 | 7.18 | -1.21 | 0.483 | -- | -0.47 | -- | 0.111 | 22.1 | -- | -- | -- | -- |
| 143.26 | 0.561 | 7.18 | -1.19 | 0.485 | -- | -- | -- | 0.112 | 22.1 | -- | -- | -- | -- |
| 140.27 | 0.552 | 7.14 | -1.43 | -- | -0.929 | -- | -- | 0.213 | -- | 1.5 | 4808 | -- | -- |
| 175.33 | 0.617 | 7.13 | -- | 0.485 | -0.517 | -- | -- | 0.323 | 21.9 | 1 | 5407 | -- | -- |
| 157.46 | 0.586 | 7.16 | -1.19 | -- | -- | -- | -- | 0.112 | -- | -- | -- | -- | -- |
| 180.78 | 0.629 | 7.15 | -- | 0.48 | -- | -- | -- | 0.244 | 21.9 | -- | -- | -- | -- |
| 189.34 | 0.641 | 7.12 | -- | -- | -0.506 | -- | -- | 0.311 | -- | 1 | 4852 | -- | -- |
| 194.61 | 0.651 | 7.13 | -- | -- | -- | -- | -- | 0.244 | -- | -- | -- | -- | -- |
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 | 111.54 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
| 2 | 112.32 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
| 4 | 113.26 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 2 | 2 |
| 12 | 114.58 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 2 |
| 15 | 114.71 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 18 | 115.07 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 13 |
| 19 | 115.07 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 13 |
| 20 | 115.18 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 13 |
| 24 | 115.30 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 13 |
| 27 | 115.37 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 5 |
| 30 | 115.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
| 36 | 115.98 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 14 | 3 |
| 37 | 116.01 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 9 |
| 41 | 116.09 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 9 |
| 44 | 116.16 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 5 |
| 46 | 116.30 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 9 |
| 47 | 116.30 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 9 |
| 50 | 116.44 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 10 | 7 |
| 51 | 116.45 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 10 | 7 |
| 56 | 116.60 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
| 60 | 116.68 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 1 |
| 61 | 116.68 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 1 |
| 63 | 116.72 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 4 |
| 64 | 116.72 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 4 |
| 66 | 116.79 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 10 | 7 |
| 67 | 116.79 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 10 | 7 |
| 77 | 116.98 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 1 |
| 97 | 117.40 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 2 | NA |
| 98 | 117.40 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 2 | NA |
| 99 | 117.40 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 2 | NA |
| 102 | 117.48 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
| 109 | 117.54 | wind | 1.0 | 4320 | < th | dose independent | rect. | 17 | 2 |
| 110 | 117.54 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 2 |
| 111 | 117.55 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
| 113 | 117.57 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 2 | 5 |
| 125 | 117.72 | wind | 3.0 | 14400 | < th | dose independent | rect. | 21 | 8 |
| 140 | 117.97 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 2 |
| 142 | 117.97 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 2 |
| 144 | 117.98 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 23 |
| 145 | 118.00 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 16 |
| 147 | 118.02 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
| 148 | 118.05 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 4 |
| 149 | 118.05 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 4 |
| 164 | 118.18 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 17 |
| 165 | 118.18 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 17 |
| 171 | 118.21 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 5 | 1 |
| 174 | 118.21 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 10 |
| 175 | 118.22 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 10 |
| 179 | 118.25 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 14 | 4 |
| 183 | 118.27 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 184 | 118.28 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 187 | 118.30 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 17 |
| 190 | 118.33 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 10 |
| 192 | 118.33 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 10 |
| 195 | 118.36 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 208 | 118.43 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 20 |
| 209 | 118.43 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 20 |
| 210 | 118.44 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 14 | 4 |
| 235 | 118.52 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 15 | 1 |
| 239 | 118.52 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 14 | 18 |
| 240 | 118.52 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 20 |
| 283 | 118.67 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 4 |
| 288 | 118.70 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 14 | 9 |
| 296 | 118.70 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 2 |
| 298 | 118.71 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 14 | 7 |
| 312 | 118.75 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 2 |
| 318 | 118.79 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 329 | 118.85 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 4 |
| 365 | 119.02 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 369 | 119.03 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 23 | 3 |
| 446 | 119.22 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 8 | 12 |
| 449 | 119.22 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 8 | 12 |
| 451 | 119.23 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 8 | 12 |
| 491 | 119.36 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 3 | NA |
| 508 | 119.39 | humidity | 60.0 | 14400 | < th | dose independent | sin | 16 | NA |
| 545 | 119.47 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 5 | 2 |
| 586 | 119.55 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 590 | 119.56 | humidity | 60.0 | 14400 | > th | dose independent | sin | 14 | NA |
| 726 | 119.84 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 785 | 119.94 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 18 |
| 820 | 120.02 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 15 |
| 821 | 120.03 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 1 |
| 826 | 120.03 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 1 |
| 831 | 120.04 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 9 | 10 |
| 847 | 120.07 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 9 | 10 |
| 869 | 120.09 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 1 |
| 883 | 120.10 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 9 | 14 |
| 885 | 120.10 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 9 | 18 |
| 887 | 120.10 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 20 | 23 |
| 926 | 120.12 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 13 |
| 959 | 120.14 | humidity | 60.0 | 14400 | > th | dose independent | no | NA | NA |