Os11g0120300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF567 family protein.
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Os11g0120300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF567 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 = precipitation,
response mode = > th, dose dependency = dose dependent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 295.24 | 0.807 | 7.36 | 0.574 | 1.79 | -1.77 | 0.624 | -2.19 | -0.559 | 6 | 0.04404 | 3402 | 1.35 | -- |
| 295.72 | 0.801 | 7.36 | 0.587 | 1.78 | -2.23 | 0.679 | -- | -0.559 | 5.86 | 0.2855 | 3060 | 1.57 | -- |
| 295.6 | 0.801 | 7.35 | 0.584 | 1.8 | -1.93 | -- | -1.47 | -0.556 | 5.89 | 0.1098 | 3060 | 1.32 | -- |
| 295.82 | 0.801 | 7.34 | 0.567 | 1.78 | -2.3 | -- | -- | -0.553 | 5.94 | 0.2931 | 3060 | 1.23 | -- |
| 300.43 | 0.807 | 7.4 | 0.636 | -- | -3.59 | -- | -2.55 | -0.585 | -- | -1.494 | 2852 | 0.000587 | -- |
| 368.23 | 0.9 | 7.31 | 0.181 | 1.74 | -- | 0.188 | -- | -0.433 | 5.88 | -- | -- | -- | -- |
| 368.31 | 0.899 | 7.31 | 0.182 | 1.74 | -- | -- | -- | -0.434 | 5.87 | -- | -- | -- | -- |
| 298.9 | 0.805 | 7.38 | 0.6 | -- | -3.94 | -- | -- | -0.57 | -- | -1.324 | 2852 | 8.2e-07 | -- |
| 304.2 | 0.812 | 7.35 | -- | 1.79 | -2.14 | -- | -- | -0.621 | 5.88 | 0.2608 | 3067 | 1.03 | -- |
| 526.16 | 1.07 | 7.34 | 0.235 | -- | -- | -- | -- | -0.393 | -- | -- | -- | -- | -- |
| 369.19 | 0.899 | 7.32 | -- | 1.75 | -- | -- | -- | -0.454 | 5.86 | -- | -- | -- | -- |
| 307.76 | 0.817 | 7.39 | -- | -- | -3.75 | -- | -- | -0.621 | -- | -1.357 | 2850 | 1.23e-07 | -- |
| 527.62 | 1.07 | 7.35 | -- | -- | -- | -- | -- | -0.419 | -- | -- | -- | -- | -- |
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 | 295.16 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 12 |
| 2 | 295.32 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 12 |
| 3 | 295.32 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 12 |
| 8 | 295.71 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 12 |
| 16 | 297.48 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 1 |
| 17 | 297.48 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 1 |
| 20 | 297.99 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 2 |
| 21 | 298.12 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 1 |
| 22 | 298.15 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 21 |
| 26 | 298.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 12 |
| 35 | 298.75 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 15 |
| 38 | 298.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 1 |
| 69 | 300.56 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 19 |
| 75 | 301.02 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 3 |
| 76 | 301.02 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 3 |
| 85 | 301.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 7 |
| 86 | 301.86 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 3 |
| 90 | 302.01 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 24 | 5 |
| 91 | 302.08 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 4 |
| 94 | 302.18 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 21 |
| 99 | 302.23 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 21 |
| 100 | 302.23 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 21 |
| 101 | 302.24 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 23 |
| 104 | 302.29 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 23 |
| 105 | 302.29 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 23 |
| 111 | 302.34 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 6 | NA |
| 116 | 302.43 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 15 |
| 117 | 302.46 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 126 | 302.70 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 7 |
| 127 | 302.70 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 7 |
| 131 | 302.82 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
| 136 | 302.95 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 7 |
| 145 | 303.17 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 14 |
| 146 | 303.18 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 147 | 303.19 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
| 148 | 303.19 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
| 154 | 303.26 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 14 |
| 155 | 303.26 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 14 |
| 161 | 303.35 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 12 |
| 166 | 303.36 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 12 |
| 167 | 303.36 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 12 |
| 189 | 303.53 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 2 |
| 198 | 303.75 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
| 214 | 304.04 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 2 |
| 215 | 304.04 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 2 |
| 216 | 304.07 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 4 | NA |
| 217 | 304.07 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 4 | NA |
| 228 | 304.22 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 2 |
| 234 | 304.30 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 4 | NA |
| 256 | 305.00 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 7 | 4 |
| 262 | 305.06 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 22 | 19 |
| 266 | 305.18 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 19 |
| 267 | 305.18 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 19 |
| 274 | 305.27 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 9 | 2 |
| 290 | 305.62 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 6 | 8 |
| 295 | 305.69 | radiation | 1.0 | 1440 | < th | dose independent | sin | 3 | NA |
| 304 | 305.83 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 4 |
| 314 | 306.03 | radiation | 1.0 | 1440 | > th | dose independent | sin | 3 | NA |
| 426 | 308.32 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 435 | 308.46 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 442 | 308.53 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 460 | 308.80 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
| 461 | 308.85 | wind | 1.0 | 4320 | > th | dose independent | rect. | 18 | 1 |
| 474 | 309.08 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 7 | 6 |
| 481 | 309.22 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 7 | 6 |
| 483 | 309.28 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 18 | 23 |
| 485 | 309.29 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 20 | 19 |
| 489 | 309.30 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 20 | 15 |
| 493 | 309.31 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 4 | 11 |
| 508 | 309.34 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 24 | 7 |
| 519 | 309.42 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 18 | 23 |
| 565 | 309.57 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 4 | 8 |
| 582 | 309.60 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 12 |
| 598 | 309.62 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 5 | 6 |
| 600 | 309.62 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 8 |
| 601 | 309.62 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 5 | 10 |
| 651 | 309.74 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 4 |
| 698 | 309.91 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 4 |
| 710 | 309.99 | wind | 3.0 | 43200 | < th | dose independent | rect. | 24 | 6 |
| 714 | 310.00 | wind | 3.0 | 43200 | < th | dose independent | rect. | 24 | 9 |
| 723 | 310.04 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 10 |
| 767 | 310.31 | wind | 1.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
| 820 | 310.74 | radiation | 1.0 | 1440 | < th | dose independent | sin | 9 | NA |
| 838 | 310.88 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 4 |
| 844 | 310.93 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 6 |
| 867 | 311.08 | wind | 3.0 | 43200 | > th | dose independent | rect. | 24 | 9 |
| 876 | 311.19 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 7 |
| 879 | 311.21 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 6 |
| 907 | 311.41 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 7 |
| 908 | 311.41 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 7 |
| 911 | 311.44 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 10 |
| 921 | 311.51 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 11 |
| 925 | 311.53 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 12 |
| 946 | 311.62 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 6 |
| 987 | 311.91 | wind | 3.0 | 43200 | > th | dose independent | rect. | 24 | 6 |