Os01g0763800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os01g0763800 |
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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 82.92 | 0.428 | 3.03 | 0.128 | 0.276 | -0.334 | 0.385 | 0.234 | 0.321 | 5.84 | 10.4 | 4741 | -- | -- |
| 82.75 | 0.424 | 3.02 | 0.107 | 0.266 | -0.396 | 0.409 | -- | 0.36 | 5.95 | 10.57 | 4745 | -- | -- |
| 83.14 | 0.425 | 3.03 | 0.156 | 0.274 | -0.335 | -- | 0.482 | 0.338 | 5.91 | 10.59 | 4692 | -- | -- |
| 83.16 | 0.425 | 3.02 | 0.108 | 0.268 | -0.384 | -- | -- | 0.351 | 5.83 | 10.54 | 4742 | -- | -- |
| 86.48 | 0.433 | 3.02 | 0.178 | -- | -0.429 | -- | 0.56 | 0.412 | -- | 10.6 | 4751 | -- | -- |
| 86.85 | 0.437 | 3.06 | 0.128 | 0.336 | -- | 0.249 | -- | 0.157 | 4.96 | -- | -- | -- | -- |
| 87 | 0.437 | 3.07 | 0.127 | 0.337 | -- | -- | -- | 0.155 | 4.87 | -- | -- | -- | -- |
| 86.62 | 0.433 | 3.01 | 0.118 | -- | -0.468 | -- | -- | 0.409 | -- | 10.57 | 4760 | -- | -- |
| 83.46 | 0.425 | 3.02 | -- | 0.269 | -0.384 | -- | -- | 0.337 | 5.81 | 10.51 | 4750 | -- | -- |
| 92.99 | 0.451 | 3.07 | 0.14 | -- | -- | -- | -- | 0.164 | -- | -- | -- | -- | -- |
| 87.43 | 0.437 | 3.07 | -- | 0.339 | -- | -- | -- | 0.141 | 4.86 | -- | -- | -- | -- |
| 86.95 | 0.434 | 3.02 | -- | -- | -0.472 | -- | -- | 0.398 | -- | 10.56 | 4760 | -- | -- |
| 93.51 | 0.451 | 3.07 | -- | -- | -- | -- | -- | 0.149 | -- | -- | -- | -- | -- |
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 | 80.02 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 10 | 4 |
| 2 | 80.03 | temperature | 20.0 | 10 | < th | dose independent | rect. | 11 | 1 |
| 8 | 80.03 | humidity | 90.0 | 90 | > th | dose independent | rect. | 10 | 1 |
| 10 | 80.03 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 10 | 1 |
| 25 | 80.03 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 10 | 1 |
| 26 | 80.03 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
| 32 | 80.03 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
| 34 | 80.03 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 10 | 1 |
| 83 | 82.08 | temperature | 25.0 | 10 | > th | dose independent | rect. | 22 | 8 |
| 94 | 82.67 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
| 95 | 82.73 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 1 | 5 |
| 101 | 83.01 | temperature | 25.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 135 | 83.31 | temperature | 25.0 | 10 | > th | dose independent | rect. | 1 | 5 |
| 171 | 83.70 | temperature | 25.0 | 720 | < th | dose independent | rect. | 23 | 2 |
| 176 | 83.71 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 22 | 1 |
| 177 | 83.74 | temperature | 25.0 | 720 | < th | dose independent | rect. | 21 | 5 |
| 183 | 83.80 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 8 |
| 191 | 83.88 | temperature | 25.0 | 720 | > th | dose independent | rect. | 20 | 6 |
| 193 | 83.88 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 6 |
| 195 | 83.89 | temperature | 25.0 | 720 | > th | dose independent | rect. | 18 | 8 |
| 201 | 83.90 | wind | 1.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
| 208 | 83.92 | temperature | 15.0 | 720 | < th | dose independent | rect. | 24 | 1 |
| 211 | 83.92 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 24 | 1 |
| 223 | 83.95 | temperature | 15.0 | 720 | < th | dose dependent | rect. | 24 | 15 |
| 247 | 83.99 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 10 |
| 261 | 84.03 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 22 | 3 |
| 272 | 84.08 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 2 |
| 277 | 84.09 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 286 | 84.10 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
| 297 | 84.11 | temperature | 25.0 | 720 | > th | dose independent | rect. | 22 | 2 |
| 308 | 84.13 | temperature | 15.0 | 720 | < th | dose independent | rect. | 24 | 14 |
| 354 | 84.20 | wind | 3.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 358 | 84.20 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 366 | 84.22 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 4 | 1 |
| 369 | 84.22 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 371 | 84.23 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 377 | 84.23 | wind | 7.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 385 | 84.24 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 387 | 84.24 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 388 | 84.24 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 391 | 84.24 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 392 | 84.24 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 394 | 84.24 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 405 | 84.24 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 407 | 84.24 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 413 | 84.25 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 419 | 84.26 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 425 | 84.27 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 426 | 84.27 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 436 | 84.28 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 13 | 3 |
| 447 | 84.31 | temperature | 25.0 | 270 | > th | dose independent | rect. | 24 | 5 |
| 488 | 84.36 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 22 | 4 |
| 494 | 84.36 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 15 | 1 |
| 502 | 84.37 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 13 |
| 506 | 84.38 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 508 | 84.38 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 511 | 84.38 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 515 | 84.38 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 524 | 84.38 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 525 | 84.38 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 526 | 84.38 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 536 | 84.38 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 552 | 84.40 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 583 | 84.45 | temperature | 15.0 | 720 | > th | dose independent | rect. | 23 | 10 |
| 585 | 84.45 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 6 | 5 |
| 596 | 84.47 | temperature | 15.0 | 720 | > th | dose independent | sin | 4 | NA |
| 621 | 84.50 | wind | 9.0 | 4320 | < th | dose independent | rect. | 13 | 1 |
| 622 | 84.50 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 3 |
| 623 | 84.50 | wind | 9.0 | 4320 | < th | dose independent | rect. | 13 | 3 |
| 658 | 84.53 | temperature | 15.0 | 720 | < th | dose independent | sin | 5 | NA |
| 667 | 84.54 | humidity | 80.0 | 10 | > th | dose independent | rect. | 11 | 19 |
| 688 | 84.56 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
| 694 | 84.57 | wind | 9.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 706 | 84.57 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 720 | 84.58 | temperature | 15.0 | 720 | < th | dose dependent | sin | 4 | NA |
| 722 | 84.58 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 6 | 5 |
| 723 | 84.59 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 4 | 1 |
| 729 | 84.59 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 23 |
| 742 | 84.61 | temperature | 25.0 | 10 | > th | dose independent | rect. | 16 | 14 |
| 779 | 84.64 | temperature | 25.0 | 720 | > th | dose independent | sin | 13 | NA |
| 782 | 84.64 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 19 |
| 791 | 84.65 | wind | 1.0 | 10 | > th | dose independent | rect. | 11 | 19 |
| 798 | 84.65 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 11 | 19 |
| 803 | 84.66 | humidity | 90.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 822 | 84.68 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 4 | 1 |
| 835 | 84.69 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 5 |
| 838 | 84.69 | temperature | 20.0 | 30 | > th | dose independent | rect. | 6 | 9 |
| 852 | 84.70 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 6 | 5 |
| 863 | 84.71 | temperature | 25.0 | 720 | < th | dose independent | sin | 12 | NA |
| 877 | 84.72 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 887 | 84.72 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 23 |
| 945 | 84.75 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 8 |
| 959 | 84.75 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 5 | 17 |
| 966 | 84.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 5 |
| 970 | 84.76 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 7 | 5 |
| 971 | 84.76 | temperature | 15.0 | 720 | > th | dose independent | rect. | 21 | 7 |
| 973 | 84.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 19 |
| 984 | 84.76 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 13 | 16 |
| 993 | 84.77 | wind | 9.0 | 4320 | > th | dose independent | rect. | 13 | 6 |
| 996 | 84.77 | humidity | 90.0 | 90 | < th | dose independent | rect. | 1 | 10 |
| 1000 | 84.77 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 6 | 10 |