Os02g0123700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to CEL5=CELLULASE 5 (Fragment).
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Os02g0123700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to CEL5=CELLULASE 5 (Fragment).
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 145.45 | 0.567 | 3.17 | 0.85 | 0.412 | -1.03 | 1.28 | -2.89 | 0.442 | 1.89 | 23.52 | 236 | -- | -- |
| 154.25 | 0.583 | 3.22 | 0.499 | 0.416 | -0.611 | 0.718 | -- | 0.374 | 1.46 | 24.2 | 239 | -- | -- |
| 148.6 | 0.568 | 3.17 | 0.793 | 0.363 | -1.05 | -- | -2.77 | 0.43 | 2.72 | 23.28 | 404 | -- | -- |
| 156.24 | 0.582 | 3.22 | 0.46 | 0.382 | -0.623 | -- | -- | 0.367 | 2.35 | 24.37 | 260 | -- | -- |
| 154.35 | 0.579 | 3.17 | 0.82 | -- | -0.848 | -- | -2.32 | 0.438 | -- | 24.88 | 904 | -- | -- |
| 159.61 | 0.592 | 3.19 | 0.639 | 0.31 | -- | 0.724 | -- | 0.476 | 1.46 | -- | -- | -- | -- |
| 161.58 | 0.595 | 3.19 | 0.614 | 0.317 | -- | -- | -- | 0.472 | 2.1 | -- | -- | -- | -- |
| 161.34 | 0.592 | 3.22 | 0.442 | -- | -0.627 | -- | -- | 0.341 | -- | 25.6 | 978 | -- | -- |
| 161.17 | 0.591 | 3.23 | -- | 0.409 | -0.805 | -- | -- | 0.283 | 2.45 | 24.3 | 270 | -- | -- |
| 167.61 | 0.605 | 3.19 | 0.627 | -- | -- | -- | -- | 0.479 | -- | -- | -- | -- | -- |
| 171.52 | 0.613 | 3.21 | -- | 0.329 | -- | -- | -- | 0.403 | 2.15 | -- | -- | -- | -- |
| 165.78 | 0.6 | 3.24 | -- | -- | -0.826 | -- | -- | 0.255 | -- | 25.55 | 1022 | -- | -- |
| 177.99 | 0.623 | 3.21 | -- | -- | -- | -- | -- | 0.409 | -- | -- | -- | -- | -- |
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 | 135.12 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 24 | 3 |
| 2 | 135.12 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 24 | 3 |
| 5 | 135.70 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 1 | 1 |
| 15 | 135.70 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 1 | 1 |
| 25 | 135.80 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
| 28 | 138.57 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
| 30 | 139.98 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
| 31 | 139.98 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
| 37 | 140.64 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 2 |
| 38 | 140.64 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 2 |
| 43 | 140.86 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 44 | 140.86 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 50 | 141.23 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 20 | 5 |
| 51 | 141.23 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 20 | 5 |
| 52 | 141.30 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 66 | 142.03 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 88 | 142.94 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 94 | 143.24 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 5 |
| 96 | 143.28 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 4 |
| 98 | 143.28 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 5 |
| 99 | 143.28 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 5 |
| 110 | 143.54 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 17 | 8 |
| 169 | 144.48 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 19 | 2 |
| 172 | 144.49 | temperature | 25.0 | 720 | < th | dose dependent | sin | 17 | NA |
| 176 | 144.50 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 7 |
| 183 | 144.59 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 206 | 144.78 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 5 |
| 207 | 144.78 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
| 219 | 144.84 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 7 | 21 |
| 223 | 144.87 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 15 | 17 |
| 230 | 144.94 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
| 257 | 145.12 | humidity | 90.0 | 270 | > th | dose independent | sin | 12 | NA |
| 268 | 145.20 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 283 | 145.30 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 14 |
| 289 | 145.34 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 9 | 3 |
| 290 | 145.34 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 5 |
| 291 | 145.34 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 14 |
| 292 | 145.34 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 14 |
| 295 | 145.37 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 14 |
| 296 | 145.37 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 4 |
| 304 | 145.39 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 21 | 3 |
| 309 | 145.42 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 20 | 1 |
| 311 | 145.42 | humidity | 90.0 | 270 | > th | dose independent | rect. | 7 | 22 |
| 312 | 145.42 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 323 | 145.48 | humidity | 90.0 | 270 | > th | dose independent | rect. | 19 | 10 |
| 330 | 145.51 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 9 | 18 |
| 336 | 145.53 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 353 | 145.62 | temperature | 25.0 | 270 | < th | dose dependent | sin | 12 | NA |
| 355 | 145.63 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 19 | 8 |
| 360 | 145.67 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 363 | 145.67 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 366 | 145.68 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 14 |
| 371 | 145.71 | wind | 5.0 | 1440 | > th | dose independent | rect. | 17 | 17 |
| 376 | 145.71 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 17 |
| 386 | 145.77 | wind | 5.0 | 4320 | > th | dose independent | sin | 13 | NA |
| 388 | 145.77 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 6 |
| 394 | 145.78 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 10 |
| 401 | 145.81 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 11 |
| 403 | 145.81 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 11 |
| 414 | 145.84 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 15 | 12 |
| 428 | 145.86 | wind | 5.0 | 1440 | < th | dose independent | rect. | 17 | 17 |
| 439 | 145.89 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 11 |
| 440 | 145.89 | humidity | 90.0 | 270 | < th | dose independent | rect. | 19 | 13 |
| 444 | 145.91 | wind | 5.0 | 4320 | < th | dose independent | sin | 13 | NA |
| 448 | 145.92 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 23 | 15 |
| 465 | 145.96 | wind | 5.0 | 4320 | > th | dose independent | rect. | 18 | 9 |
| 467 | 145.97 | wind | 3.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 473 | 145.99 | humidity | 90.0 | 270 | > th | dose independent | rect. | 13 | 15 |
| 484 | 146.03 | wind | 5.0 | 4320 | < th | dose independent | rect. | 18 | 9 |
| 488 | 146.04 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 7 | 6 |
| 494 | 146.04 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 7 | 6 |
| 498 | 146.05 | humidity | 90.0 | 270 | < th | dose independent | sin | 11 | NA |
| 503 | 146.07 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 17 |
| 506 | 146.07 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 17 |
| 508 | 146.08 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 17 |
| 522 | 146.12 | humidity | 80.0 | 270 | > th | dose dependent | sin | 11 | NA |
| 532 | 146.15 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 541 | 146.18 | wind | 5.0 | 1440 | > th | dose independent | sin | 11 | NA |
| 543 | 146.18 | wind | 5.0 | 4320 | > th | dose independent | rect. | 16 | 11 |
| 545 | 146.18 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 18 | 16 |
| 547 | 146.19 | wind | 5.0 | 1440 | > th | dose independent | rect. | 17 | 13 |
| 563 | 146.22 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 1 |
| 565 | 146.22 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 1 |
| 594 | 146.27 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 24 | 12 |
| 604 | 146.29 | humidity | 90.0 | 270 | > th | dose independent | rect. | 16 | 12 |
| 607 | 146.29 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 620 | 146.31 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 632 | 146.33 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 1 |
| 636 | 146.34 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 6 |
| 638 | 146.35 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
| 651 | 146.37 | humidity | 90.0 | 270 | > th | dose independent | rect. | 19 | 22 |
| 668 | 146.40 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
| 675 | 146.42 | wind | 5.0 | 1440 | < th | dose independent | sin | 11 | NA |
| 688 | 146.45 | humidity | 90.0 | 270 | > th | dose dependent | sin | 14 | NA |
| 692 | 146.46 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 695 | 146.46 | wind | 5.0 | 1440 | < th | dose independent | rect. | 17 | 13 |
| 701 | 146.47 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 4 |
| 703 | 146.47 | humidity | 90.0 | 270 | > th | dose independent | rect. | 19 | 14 |
| 709 | 146.48 | humidity | 90.0 | 270 | > th | dose independent | rect. | 19 | 20 |
| 717 | 146.49 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 21 | 18 |
| 734 | 146.53 | wind | 3.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 782 | 146.59 | temperature | 20.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 787 | 146.60 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 6 |
| 811 | 146.63 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 7 |
| 812 | 146.63 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |
| 834 | 146.67 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 23 | 13 |
| 844 | 146.70 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 4 |
| 845 | 146.70 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 9 |
| 856 | 146.72 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 9 |
| 858 | 146.72 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 4 | 1 |
| 859 | 146.72 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 9 |
| 891 | 146.76 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 21 | 9 |
| 904 | 146.79 | wind | 5.0 | 1440 | > th | dose dependent | sin | 10 | NA |
| 908 | 146.80 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 11 |
| 913 | 146.80 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 11 |
| 920 | 146.81 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 9 |
| 930 | 146.83 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 23 | 18 |
| 932 | 146.84 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 972 | 146.88 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 12 |
| 979 | 146.89 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 6 |
| 994 | 146.90 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 7 | 6 |