Os01g0570800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : IQ calmodulin-binding region domain containing protein.
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Os01g0570800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : IQ calmodulin-binding region 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 72.62 | 0.4 | 12.1 | 0.062 | 0.746 | -0.425 | -0.17 | 0.434 | 0.112 | 23.3 | 25.8 | 83 | -- | -- |
| 73.29 | 0.399 | 12.1 | -0.0147 | 0.761 | -0.398 | -0.178 | -- | 0.0741 | 23.3 | 25.8 | 90 | -- | -- |
| 72.74 | 0.397 | 12.1 | 0.0767 | 0.752 | -0.419 | -- | 0.481 | 0.114 | 23.4 | 25.76 | 84 | -- | -- |
| 73.51 | 0.399 | 12.1 | -0.0461 | 0.749 | -0.398 | -- | -- | 0.0703 | 23.4 | 25.8 | 90 | -- | -- |
| 97.51 | 0.462 | 12.1 | 0.0709 | -- | -0.613 | -- | 0.317 | 0.13 | -- | 25.9 | 73 | -- | -- |
| 81.69 | 0.424 | 12.1 | -0.17 | 0.929 | -- | -0.134 | -- | -0.0851 | 0.565 | -- | -- | -- | -- |
| 81.76 | 0.423 | 12.1 | -0.165 | 0.93 | -- | -- | -- | -0.0844 | 0.562 | -- | -- | -- | -- |
| 97.93 | 0.463 | 12.1 | 0.000476 | -- | -0.605 | -- | -- | 0.109 | -- | 25.9 | 73 | -- | -- |
| 73.54 | 0.399 | 12.1 | -- | 0.744 | -0.403 | -- | -- | 0.079 | 23.4 | 25.77 | 83 | -- | -- |
| 135.95 | 0.545 | 12.1 | -0.132 | -- | -- | -- | -- | -0.0685 | -- | -- | -- | -- | -- |
| 82.48 | 0.425 | 12.1 | -- | 0.927 | -- | -- | -- | -0.066 | 0.554 | -- | -- | -- | -- |
| 97.66 | 0.46 | 12.1 | -- | -- | -0.609 | -- | -- | 0.111 | -- | 25.8 | 9 | -- | -- |
| 136.41 | 0.545 | 12.1 | -- | -- | -- | -- | -- | -0.0538 | -- | -- | -- | -- | -- |
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 | 65.46 | temperature | 25.0 | 90 | < th | dose independent | rect. | 4 | 17 |
| 16 | 67.79 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 17 |
| 18 | 67.82 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 10 |
| 27 | 68.20 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 8 |
| 35 | 68.39 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 22 |
| 37 | 68.41 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 17 |
| 41 | 68.44 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 16 |
| 46 | 68.59 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 7 | 10 |
| 55 | 68.73 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 9 |
| 73 | 69.13 | temperature | 25.0 | 90 | < th | dose independent | rect. | 13 | 8 |
| 95 | 69.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 96 | 69.33 | radiation | 1.0 | 270 | < th | dose dependent | sin | 1 | NA |
| 112 | 69.52 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 10 |
| 116 | 69.59 | temperature | 25.0 | 90 | < th | dose independent | rect. | 15 | 6 |
| 128 | 69.73 | radiation | 1.0 | 270 | > th | dose independent | sin | 2 | NA |
| 141 | 69.83 | radiation | 1.0 | 270 | < th | dose independent | sin | 1 | NA |
| 144 | 69.89 | temperature | 25.0 | 90 | < th | dose independent | rect. | 17 | 4 |
| 154 | 69.94 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 18 |
| 163 | 69.99 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 177 | 70.08 | radiation | 1.0 | 270 | > th | dose independent | rect. | 4 | 11 |
| 213 | 70.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 9 |
| 214 | 70.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 9 |
| 235 | 70.50 | humidity | 80.0 | 30 | > th | dose independent | rect. | 4 | 16 |
| 236 | 70.51 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 237 | 70.51 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 238 | 70.51 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 15 |
| 239 | 70.53 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 240 | 70.53 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 15 |
| 251 | 70.60 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 19 | 22 |
| 257 | 70.64 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 2 | 18 |
| 261 | 70.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 263 | 70.69 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 5 | 15 |
| 270 | 70.73 | temperature | 25.0 | 90 | > th | dose independent | sin | 23 | NA |
| 272 | 70.73 | wind | 7.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 282 | 70.77 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 291 | 70.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 7 |
| 294 | 70.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 7 |
| 298 | 70.84 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 325 | 70.96 | temperature | 25.0 | 90 | < th | dose independent | sin | 23 | NA |
| 331 | 70.97 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 17 |
| 332 | 70.98 | radiation | 10.0 | 1440 | < th | dose independent | rect. | 21 | 8 |
| 336 | 71.00 | radiation | 20.0 | 10 | < th | dose independent | rect. | 17 | 15 |
| 339 | 71.01 | temperature | 25.0 | 90 | < th | dose independent | rect. | 9 | 12 |
| 340 | 71.01 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 17 | 15 |
| 346 | 71.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 347 | 71.04 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 348 | 71.04 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 349 | 71.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 7 |
| 350 | 71.04 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 7 |
| 356 | 71.04 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 17 |
| 357 | 71.04 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 17 |
| 359 | 71.04 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
| 364 | 71.04 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 13 | 8 |
| 376 | 71.06 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 21 | 8 |
| 384 | 71.12 | wind | 1.0 | 10 | > th | dose independent | rect. | 8 | 9 |
| 389 | 71.14 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 17 | 15 |
| 390 | 71.14 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 19 | 20 |
| 418 | 71.28 | humidity | 90.0 | 10 | < th | dose independent | rect. | 8 | 9 |
| 431 | 71.31 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 2 | 21 |
| 443 | 71.36 | humidity | 80.0 | 270 | > th | dose independent | rect. | 1 | 19 |
| 460 | 71.43 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 17 |
| 466 | 71.45 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 5 |
| 492 | 71.53 | radiation | 1.0 | 10 | > th | dose independent | rect. | 8 | 9 |
| 493 | 71.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 19 |
| 501 | 71.56 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 5 |
| 502 | 71.56 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 9 |
| 504 | 71.56 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 8 | 9 |
| 505 | 71.56 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 9 |
| 506 | 71.56 | temperature | 10.0 | 10 | > th | dose independent | rect. | 17 | 15 |
| 507 | 71.56 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 9 |
| 509 | 71.57 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 15 |
| 526 | 71.60 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 5 |
| 527 | 71.60 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 5 |
| 530 | 71.60 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 5 |
| 531 | 71.60 | radiation | 1.0 | 270 | < th | dose independent | rect. | 20 | 5 |
| 537 | 71.60 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 19 |
| 538 | 71.60 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 19 |
| 540 | 71.60 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 20 | 5 |
| 565 | 71.64 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 21 |
| 574 | 71.66 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 15 | 4 |
| 583 | 71.68 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 15 | 6 |
| 607 | 71.72 | wind | 9.0 | 10 | < th | dose independent | rect. | 17 | 15 |
| 641 | 71.77 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 9 |
| 650 | 71.78 | temperature | 25.0 | 270 | < th | dose independent | rect. | 17 | 1 |
| 674 | 71.81 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 5 | 18 |
| 710 | 71.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 8 |
| 731 | 71.88 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 16 |
| 748 | 71.91 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 16 | 2 |
| 759 | 71.93 | wind | 9.0 | 270 | < th | dose dependent | rect. | 20 | 5 |
| 764 | 71.95 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 3 |
| 769 | 71.96 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 13 | 5 |
| 781 | 71.99 | radiation | 40.0 | 90 | < th | dose independent | rect. | 4 | 16 |
| 782 | 71.99 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 10 | 9 |
| 784 | 72.00 | radiation | 1.0 | 270 | < th | dose independent | rect. | 10 | 9 |
| 793 | 72.01 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 12 | 7 |
| 814 | 72.03 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 23 | 18 |
| 819 | 72.03 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 7 |
| 863 | 72.09 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 2 | 21 |
| 868 | 72.10 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 17 | 4 |
| 878 | 72.12 | radiation | 40.0 | 270 | < th | dose independent | rect. | 1 | 18 |
| 886 | 72.13 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 20 | 21 |
| 967 | 72.23 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 3 | 14 |
| 973 | 72.24 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 8 |
| 976 | 72.24 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 20 |
| 998 | 72.26 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 17 |