Os04g0559000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Proteinase inhibitor, propeptide domain containing protein.
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Os04g0559000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Proteinase inhibitor, propeptide domain containing 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 = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 266.38 | 0.767 | 9.77 | -0.0405 | 0.652 | 0.902 | 0.457 | 2.59 | -1.32 | 15.5 | 4 | 7 | 11 | 1 |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 323.05 | 0.843 | 9.77 | -0.262 | 0.632 | -- | 0.446 | -- | -1.26 | 15.4 | -- | -- | -- | -- |
| 323.63 | 0.842 | 9.77 | -0.254 | 0.637 | -- | -- | -- | -1.25 | 15.6 | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 346.24 | 0.869 | 9.77 | -0.281 | -- | -- | -- | -- | -1.27 | -- | -- | -- | -- | -- |
| 325.34 | 0.844 | 9.76 | -- | 0.642 | -- | -- | -- | -1.22 | 15.6 | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 348.33 | 0.871 | 9.76 | -- | -- | -- | -- | -- | -1.24 | -- | -- | -- | -- | -- |
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 | 266.38 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 2 | 268.14 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 4 |
| 3 | 268.14 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 4 |
| 4 | 268.28 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 5 | 268.83 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 4 |
| 6 | 269.00 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 4 |
| 7 | 269.29 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 6 |
| 9 | 269.33 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 6 |
| 16 | 269.49 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 7 |
| 17 | 269.49 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 7 |
| 24 | 270.04 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 7 | 5 |
| 32 | 271.04 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 7 | 5 |
| 40 | 272.25 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 3 |
| 56 | 273.97 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 7 | 5 |
| 60 | 274.11 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 61 | 274.17 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 6 |
| 62 | 274.20 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 4 |
| 134 | 275.71 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 136 | 275.73 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 6 |
| 143 | 276.04 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 3 | 3 |
| 144 | 276.07 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 1 |
| 147 | 276.20 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 4 |
| 169 | 276.73 | wind | 1.0 | 4320 | < th | dose independent | rect. | 18 | 2 |
| 172 | 276.76 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 1 | 5 |
| 176 | 276.83 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 179 | 276.83 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 186 | 276.95 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 1 | 3 |
| 188 | 277.08 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 14 |
| 200 | 277.37 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 201 | 277.41 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
| 206 | 277.50 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 14 |
| 207 | 277.50 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 14 |
| 210 | 277.54 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 14 |
| 218 | 277.67 | wind | 9.0 | 14400 | < th | dose independent | rect. | 8 | 3 |
| 223 | 277.74 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
| 249 | 278.12 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 6 |
| 260 | 278.22 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 265 | 278.26 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
| 280 | 278.52 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 288 | 278.66 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 3 |
| 289 | 278.67 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 3 |
| 291 | 278.69 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
| 321 | 278.95 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 3 |
| 322 | 278.95 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 3 |
| 357 | 279.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
| 364 | 279.32 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
| 377 | 279.37 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
| 384 | 279.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
| 389 | 279.45 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
| 391 | 279.45 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
| 401 | 279.52 | wind | 9.0 | 14400 | > th | dose independent | rect. | 7 | 4 |
| 402 | 279.52 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
| 404 | 279.52 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
| 439 | 279.80 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 5 |
| 441 | 279.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 16 |
| 442 | 279.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 16 |
| 448 | 279.86 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 450 | 279.88 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 16 |
| 512 | 280.14 | wind | 1.0 | 1440 | < th | dose independent | rect. | 9 | 10 |
| 564 | 280.57 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 11 |
| 566 | 280.57 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 11 |
| 579 | 280.63 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 592 | 280.76 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 11 |
| 597 | 280.79 | wind | 1.0 | 1440 | > th | dose independent | rect. | 9 | 11 |
| 618 | 280.89 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 7 |
| 635 | 280.94 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
| 681 | 281.20 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 11 |
| 685 | 281.21 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 11 |
| 687 | 281.21 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 11 |
| 709 | 281.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 8 |
| 712 | 281.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 8 |
| 716 | 281.34 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 8 |
| 782 | 281.68 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 813 | 281.85 | wind | 3.0 | 14400 | < th | dose independent | sin | 9 | NA |
| 839 | 281.98 | wind | 9.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
| 866 | 282.16 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 877 | 282.24 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 886 | 282.31 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 1 | NA |
| 887 | 282.31 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 1 | NA |
| 895 | 282.34 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 13 |
| 902 | 282.37 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 1 | NA |
| 916 | 282.42 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 14 |
| 943 | 282.53 | wind | 3.0 | 14400 | < th | dose dependent | sin | 8 | NA |
| 958 | 282.59 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 10 |
| 991 | 282.73 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 997 | 282.74 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 24 | 13 |