Os07g0551300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to KI domain interacting kinase 1.
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Os07g0551300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to KI domain interacting kinase 1.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 93.66 | 0.455 | 7.99 | 0.225 | 1.17 | -0.728 | 1.27 | -1.62 | -0.0903 | 5.07 | 0.1264 | 5006 | -- | -- |
| 95.58 | 0.455 | 7.97 | 0.14 | 1.18 | -0.795 | 1.27 | -- | -0.0931 | 5.11 | 2.208e-06 | 5229 | -- | -- |
| 97.71 | 0.46 | 7.99 | 0.218 | 1.18 | -0.695 | -- | -1.58 | -0.0941 | 5.13 | 0.1254 | 5009 | -- | -- |
| 99.52 | 0.465 | 7.98 | 0.133 | 1.18 | -0.789 | -- | -- | -0.11 | 5.16 | 0.1476 | 5243 | -- | -- |
| 170.45 | 0.608 | 8 | 0.242 | -- | -0.717 | -- | -1.28 | -0.0653 | -- | 0.1535 | 5009 | -- | -- |
| 104.41 | 0.479 | 7.96 | -6.69e-05 | 1.16 | -- | 1.15 | -- | -0.0237 | 5.09 | -- | -- | -- | -- |
| 107.72 | 0.486 | 7.96 | -0.000874 | 1.17 | -- | -- | -- | -0.0291 | 5.13 | -- | -- | -- | -- |
| 171.75 | 0.61 | 7.99 | 0.172 | -- | -0.789 | -- | -- | -0.0769 | -- | 0.03849 | 5124 | -- | -- |
| 99.91 | 0.466 | 7.98 | -- | 1.18 | -0.749 | -- | -- | -0.118 | 5.15 | 0.1716 | 5249 | -- | -- |
| 179.78 | 0.627 | 7.97 | 0.0408 | -- | -- | -- | -- | 6e-04 | -- | -- | -- | -- | -- |
| 107.72 | 0.486 | 7.96 | -- | 1.17 | -- | -- | -- | -0.029 | 5.13 | -- | -- | -- | -- |
| 172.46 | 0.612 | 7.99 | -- | -- | -0.723 | -- | -- | -0.086 | -- | 0.2333 | 5243 | -- | -- |
| 179.82 | 0.626 | 7.98 | -- | -- | -- | -- | -- | -0.00392 | -- | -- | -- | -- | -- |
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 | 90.96 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 2 |
| 3 | 91.07 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 2 |
| 4 | 91.09 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 11 | 5 |
| 6 | 91.10 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 22 | 19 |
| 8 | 91.16 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 19 |
| 9 | 91.16 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 12 | 3 |
| 10 | 91.16 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 19 |
| 19 | 91.29 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 11 | 5 |
| 26 | 91.36 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
| 43 | 91.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 6 |
| 65 | 91.63 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 10 | 6 |
| 68 | 91.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 17 |
| 75 | 91.68 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 19 |
| 90 | 91.74 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 5 | NA |
| 92 | 91.75 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 5 | NA |
| 93 | 91.75 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 5 | NA |
| 95 | 91.76 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 6 |
| 98 | 91.76 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 6 |
| 103 | 91.77 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 7 |
| 109 | 91.79 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 1 |
| 113 | 91.81 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 10 |
| 116 | 91.81 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 10 |
| 130 | 91.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 3 |
| 150 | 91.92 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
| 164 | 91.97 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 7 |
| 185 | 92.02 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
| 189 | 92.02 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 9 |
| 190 | 92.02 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 22 | 10 |
| 212 | 92.11 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 249 | 92.22 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 6 | NA |
| 250 | 92.22 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 4 |
| 260 | 92.27 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 4 |
| 267 | 92.31 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 15 |
| 270 | 92.32 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 12 |
| 326 | 92.48 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 24 | 4 |
| 328 | 92.49 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 334 | 92.50 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 2 |
| 343 | 92.52 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
| 347 | 92.53 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 22 |
| 350 | 92.54 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 23 | NA |
| 361 | 92.57 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 22 |
| 363 | 92.57 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 22 |
| 379 | 92.62 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 1 |
| 382 | 92.62 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 5 | 18 |
| 383 | 92.62 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 408 | 92.66 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 4 | 2 |
| 409 | 92.66 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 2 |
| 416 | 92.68 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 11 |
| 422 | 92.69 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 437 | 92.71 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
| 456 | 92.73 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
| 457 | 92.73 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 13 |
| 461 | 92.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 11 |
| 463 | 92.73 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
| 464 | 92.73 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 13 |
| 465 | 92.74 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 466 | 92.74 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
| 468 | 92.74 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 11 |
| 470 | 92.74 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 13 |
| 472 | 92.74 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 7 | 1 |
| 473 | 92.74 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 11 |
| 481 | 92.76 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 492 | 92.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
| 496 | 92.78 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 504 | 92.80 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
| 515 | 92.81 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
| 529 | 92.83 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
| 533 | 92.83 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
| 539 | 92.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |
| 540 | 92.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
| 542 | 92.85 | humidity | 90.0 | 14400 | > th | dose independent | sin | 22 | NA |
| 552 | 92.86 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
| 559 | 92.86 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
| 564 | 92.87 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 566 | 92.87 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 4 |
| 572 | 92.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
| 575 | 92.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
| 578 | 92.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
| 587 | 92.90 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
| 595 | 92.90 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
| 600 | 92.91 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 11 |
| 624 | 92.95 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 635 | 92.96 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
| 637 | 92.96 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
| 660 | 93.00 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
| 697 | 93.05 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 16 | 5 |
| 698 | 93.05 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 15 | 9 |
| 755 | 93.10 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 22 |
| 767 | 93.11 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 22 | 22 |
| 771 | 93.11 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 22 | 22 |
| 772 | 93.12 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 24 | 6 |
| 794 | 93.14 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 20 | 10 |
| 838 | 93.19 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 845 | 93.19 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 847 | 93.20 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 1 | NA |
| 893 | 93.23 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 5 | 16 |
| 913 | 93.24 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 17 |
| 914 | 93.24 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 17 |
| 924 | 93.24 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 17 |
| 944 | 93.26 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 19 |
| 946 | 93.27 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 4 | 4 |
| 968 | 93.28 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 4 | 2 |