Os12g0194600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Basic-leucine zipper (bZIP) transcription factor domain containing protein.
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Os12g0194600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Basic-leucine zipper (bZIP) transcription factor 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50.62 | 0.334 | 9.68 | 0.135 | 0.61 | 0.656 | -1.52 | 0.231 | -0.0247 | 3.56 | 59.84 | 10 | -- | -- |
| 50.6 | 0.331 | 9.68 | 0.145 | 0.612 | 0.669 | -1.38 | -- | -0.0261 | 3.64 | 59.1 | 3 | -- | -- |
| 54.75 | 0.347 | 9.68 | 0.187 | 0.637 | 0.643 | -- | -0.734 | -0.0173 | 3.68 | 59.13 | 51 | -- | -- |
| 56.31 | 0.35 | 9.68 | 0.162 | 0.642 | 0.62 | -- | -- | -0.0246 | 3.67 | 59.44 | 2 | -- | -- |
| 64.92 | 0.375 | 9.67 | 0.188 | -- | 1.13 | -- | -0.641 | 0.0235 | -- | 61.38 | 29 | -- | -- |
| 59.35 | 0.361 | 9.69 | 0.143 | 1.07 | -- | -1.16 | -- | -0.0553 | 3.16 | -- | -- | -- | -- |
| 63.71 | 0.374 | 9.69 | 0.167 | 1.06 | -- | -- | -- | -0.0484 | 3.14 | -- | -- | -- | -- |
| 66.37 | 0.379 | 9.67 | 0.171 | -- | 1.06 | -- | -- | 0.0283 | -- | 63 | 2 | -- | -- |
| 57.01 | 0.352 | 9.68 | -- | 0.636 | 0.61 | -- | -- | -0.0341 | 3.66 | 60.9 | 2 | -- | -- |
| 127.75 | 0.528 | 9.69 | 0.212 | -- | -- | -- | -- | -0.0207 | -- | -- | -- | -- | -- |
| 64.45 | 0.376 | 9.69 | -- | 1.06 | -- | -- | -- | -0.0671 | 3.14 | -- | -- | -- | -- |
| 67.14 | 0.382 | 9.68 | -- | -- | 1.07 | -- | -- | 0.00952 | -- | 63 | 2 | -- | -- |
| 128.94 | 0.53 | 9.69 | -- | -- | -- | -- | -- | -0.0443 | -- | -- | -- | -- | -- |
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 | 41.77 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
| 2 | 41.90 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 19 |
| 4 | 42.90 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 9 |
| 7 | 43.17 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 17 |
| 23 | 44.12 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 17 |
| 25 | 44.25 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 14 | 18 |
| 26 | 44.30 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 3 | 17 |
| 27 | 44.34 | radiation | 1.0 | 270 | < th | dose independent | sin | 3 | NA |
| 37 | 44.54 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 3 | 15 |
| 46 | 44.64 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 20 |
| 51 | 44.70 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 23 |
| 53 | 44.70 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 23 |
| 56 | 44.82 | radiation | 1.0 | 270 | < th | dose dependent | sin | 3 | NA |
| 60 | 44.86 | radiation | 1.0 | 270 | > th | dose independent | sin | 3 | NA |
| 65 | 44.91 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 17 |
| 68 | 44.92 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 21 |
| 81 | 45.12 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 14 |
| 85 | 45.14 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 7 |
| 95 | 45.23 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 13 |
| 102 | 45.28 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 15 |
| 117 | 45.41 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 140 | 45.63 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 21 |
| 168 | 45.88 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 13 |
| 174 | 45.93 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 3 | 6 |
| 182 | 45.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 19 |
| 183 | 45.97 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
| 184 | 45.97 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 7 |
| 187 | 45.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 19 |
| 192 | 46.00 | radiation | 20.0 | 10 | < th | dose independent | rect. | 3 | 5 |
| 205 | 46.08 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 17 |
| 227 | 46.20 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 5 |
| 258 | 46.32 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
| 259 | 46.32 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 13 |
| 262 | 46.33 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
| 269 | 46.35 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 21 |
| 285 | 46.41 | temperature | 25.0 | 90 | < th | dose independent | rect. | 13 | 19 |
| 297 | 46.46 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 7 |
| 298 | 46.48 | temperature | 25.0 | 90 | < th | dose independent | rect. | 15 | 17 |
| 307 | 46.53 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 316 | 46.55 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 19 |
| 325 | 46.60 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 11 |
| 339 | 46.66 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 19 |
| 351 | 46.74 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 9 |
| 355 | 46.77 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 356 | 46.77 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 358 | 46.77 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 359 | 46.77 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 362 | 46.77 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 5 |
| 364 | 46.77 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 5 |
| 367 | 46.77 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 381 | 46.82 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 19 |
| 383 | 46.82 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 19 |
| 387 | 46.84 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 19 |
| 422 | 46.97 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 7 |
| 443 | 47.05 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 17 |
| 450 | 47.07 | humidity | 70.0 | 10 | > th | dose independent | rect. | 3 | 5 |
| 459 | 47.10 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 3 | 13 |
| 468 | 47.13 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 1 |
| 469 | 47.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 1 |
| 471 | 47.13 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 1 |
| 472 | 47.13 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 1 |
| 475 | 47.13 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 1 |
| 476 | 47.13 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 1 |
| 478 | 47.13 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 1 |
| 483 | 47.13 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 23 |
| 484 | 47.13 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 1 |
| 491 | 47.14 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 5 |
| 493 | 47.14 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 5 |
| 513 | 47.18 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 17 |
| 519 | 47.20 | wind | 7.0 | 10 | < th | dose independent | rect. | 3 | 5 |
| 540 | 47.24 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 5 |
| 542 | 47.24 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 5 |
| 543 | 47.24 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 5 |
| 545 | 47.24 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 5 |
| 546 | 47.24 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 3 | 5 |
| 548 | 47.24 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 19 |
| 549 | 47.24 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 22 | 14 |
| 558 | 47.27 | temperature | 20.0 | 10 | > th | dose independent | rect. | 8 | 19 |
| 597 | 47.33 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 12 | 20 |
| 604 | 47.35 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 12 | 20 |
| 618 | 47.39 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 15 | 17 |
| 626 | 47.41 | humidity | 60.0 | 10 | > th | dose dependent | sin | 2 | NA |
| 627 | 47.41 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 3 | 5 |
| 632 | 47.42 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 21 |
| 659 | 47.48 | radiation | 1.0 | 270 | > th | dose independent | rect. | 5 | 8 |
| 680 | 47.49 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 13 | 19 |
| 706 | 47.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 707 | 47.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 709 | 47.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 710 | 47.53 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 713 | 47.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 3 |
| 714 | 47.53 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 716 | 47.53 | radiation | 20.0 | 270 | < th | dose independent | rect. | 2 | 3 |
| 720 | 47.53 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 21 |
| 721 | 47.53 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 2 | 3 |
| 736 | 47.55 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 5 |
| 737 | 47.55 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 5 |
| 750 | 47.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 14 |
| 755 | 47.58 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 14 |
| 756 | 47.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 14 |
| 766 | 47.60 | wind | 9.0 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 767 | 47.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 770 | 47.60 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 772 | 47.60 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 4 | 5 |
| 773 | 47.60 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 775 | 47.60 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 17 |
| 777 | 47.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 19 |
| 781 | 47.60 | wind | 9.0 | 270 | < th | dose independent | rect. | 4 | 23 |
| 810 | 47.66 | humidity | 90.0 | 90 | < th | dose independent | rect. | 7 | 18 |
| 815 | 47.67 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 19 |
| 821 | 47.68 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 19 |
| 822 | 47.68 | humidity | 90.0 | 90 | < th | dose independent | rect. | 7 | 20 |
| 827 | 47.69 | humidity | 90.0 | 270 | < th | dose independent | rect. | 7 | 3 |
| 841 | 47.71 | humidity | 50.0 | 270 | > th | dose independent | rect. | 11 | 9 |
| 859 | 47.74 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 17 |
| 864 | 47.74 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 1 | 21 |
| 865 | 47.75 | humidity | 80.0 | 10 | > th | dose independent | sin | 2 | NA |
| 871 | 47.75 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 14 | 18 |
| 946 | 47.84 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 1 | 20 |
| 982 | 47.87 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 3 | 15 |