Os05g0367800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Luminal binding protein 2 precursor (BiP2) (Heat shock protein 70 homolog 2) (B70) (B-70).
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Os05g0367800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Luminal binding protein 2 precursor (BiP2) (Heat shock protein 70 homolog 2) (B70) (B-70).
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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 = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 403.51 | 0.944 | 6.67 | 2.35 | 0.493 | -1.3 | 0.882 | -7.18 | -0.285 | 13.6 | 76.87 | 1417 | 23.7 | -- |
| 428.55 | 0.964 | 6.63 | 1.92 | 0.414 | -1.95 | 0.864 | -- | -0.396 | 13.1 | 67 | 2860 | 22.8 | -- |
| 405.93 | 0.938 | 6.67 | 2.36 | 0.457 | -1.28 | -- | -7.11 | -0.268 | 13.8 | 76.29 | 1441 | 23.7 | -- |
| 427.64 | 0.963 | 6.69 | 1.82 | 0.507 | -2.01 | -- | -- | -0.484 | 14 | 64.12 | 2839 | 23.6 | -- |
| 417.15 | 0.951 | 6.68 | 2.33 | -- | -1.29 | -- | -7 | -0.299 | -- | 75 | 1486 | 0.258 | -- |
| 475.1 | 1.02 | 6.64 | 1.81 | 0.411 | -- | 0.636 | -- | -0.247 | 13.3 | -- | -- | -- | -- |
| 476.59 | 1.02 | 6.64 | 1.83 | 0.418 | -- | -- | -- | -0.243 | 13.8 | -- | -- | -- | -- |
| 438.21 | 0.975 | 6.71 | 1.84 | -- | -2.07 | -- | -- | -0.534 | -- | 67 | 2926 | 23.7 | -- |
| 510.49 | 1.05 | 6.71 | -- | 0.652 | -1.96 | -- | -- | -0.6 | 14.6 | 58.52 | 2777 | 23.1 | -- |
| 487.17 | 1.03 | 6.64 | 1.81 | -- | -- | -- | -- | -0.252 | -- | -- | -- | -- | -- |
| 564.7 | 1.11 | 6.68 | -- | 0.384 | -- | -- | -- | -0.446 | 13.6 | -- | -- | -- | -- |
| 521.01 | 1.06 | 6.76 | -- | -- | -2.13 | -- | -- | -0.778 | -- | 66 | 2912 | 22.9 | -- |
| 573.72 | 1.12 | 6.69 | -- | -- | -- | -- | -- | -0.453 | -- | -- | -- | -- | -- |
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 | 384.36 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 2 | 391.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 3 | 392.00 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
| 5 | 394.27 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 2 | 9 |
| 6 | 394.71 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 2 |
| 23 | 397.58 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 24 | 397.58 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 31 | 398.42 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 57 | 400.60 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 58 | 400.66 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
| 59 | 400.69 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 60 | 400.72 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 3 |
| 62 | 400.77 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
| 63 | 400.96 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
| 64 | 401.05 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
| 66 | 401.18 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 2 |
| 69 | 401.26 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
| 70 | 401.26 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
| 71 | 401.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 72 | 401.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 73 | 401.33 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 74 | 401.33 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 80 | 401.63 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 84 | 401.85 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 2 |
| 92 | 402.23 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 4 | 6 |
| 93 | 402.24 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 6 |
| 95 | 402.25 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 3 |
| 96 | 402.25 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 3 |
| 107 | 402.57 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 109 | 402.63 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 1 | 4 |
| 110 | 402.63 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
| 115 | 402.93 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 3 |
| 120 | 403.04 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 4 |
| 121 | 403.07 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 10 |
| 125 | 403.18 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
| 126 | 403.28 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 137 | 403.67 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 141 | 403.72 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
| 150 | 403.87 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 4 |
| 157 | 403.91 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 6 |
| 171 | 404.31 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 178 | 404.49 | humidity | 80.0 | 1440 | > th | dose dependent | sin | 5 | NA |
| 191 | 404.72 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 14 |
| 205 | 405.14 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
| 220 | 405.35 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 9 |
| 225 | 405.44 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 5 | 5 |
| 227 | 405.48 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 3 |
| 238 | 405.69 | wind | 3.0 | 14400 | > th | dose independent | rect. | 23 | 7 |
| 250 | 405.94 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 2 |
| 266 | 406.09 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
| 278 | 406.22 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 16 |
| 279 | 406.22 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 16 |
| 285 | 406.33 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 3 |
| 291 | 406.40 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
| 301 | 406.57 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
| 303 | 406.57 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
| 334 | 406.97 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 7 | 4 |
| 344 | 407.11 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
| 351 | 407.15 | humidity | 60.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
| 357 | 407.34 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 363 | 407.41 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 15 |
| 372 | 407.57 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 24 | 13 |
| 380 | 407.68 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
| 403 | 407.92 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 13 |
| 424 | 408.18 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
| 426 | 408.20 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 13 |
| 427 | 408.20 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 13 |
| 435 | 408.26 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
| 470 | 408.58 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 15 | 2 |
| 473 | 408.60 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 484 | 408.68 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 485 | 408.68 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 6 | 9 |
| 500 | 408.80 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 11 |
| 540 | 409.06 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 1 | 9 |
| 541 | 409.07 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 11 |
| 544 | 409.07 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 11 |
| 548 | 409.09 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 4 |
| 562 | 409.18 | humidity | 80.0 | 1440 | < th | dose independent | sin | 6 | NA |
| 611 | 409.63 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 620 | 409.67 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 5 | 3 |
| 646 | 409.80 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 3 |
| 647 | 409.80 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 11 |
| 651 | 409.81 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 9 |
| 655 | 409.81 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 9 |
| 658 | 409.82 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 7 | 8 |
| 689 | 409.97 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
| 734 | 410.29 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 20 | 18 |
| 757 | 410.41 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 11 | 4 |
| 786 | 410.53 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 842 | 410.83 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 902 | 411.17 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 934 | 411.34 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 5 | 9 |
| 935 | 411.34 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 3 | 11 |
| 945 | 411.40 | wind | 9.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
| 986 | 411.64 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 1 | 1 |