Os09g0460300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os09g0460300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 175.79 | 0.623 | 11.5 | -0.366 | 1.79 | -3.07 | 1.54 | 2.27 | -0.825 | 5.91 | 93 | 577 | 12.9 | -- |
| 178.86 | 0.623 | 11.5 | -0.307 | 1.8 | -2.92 | 1.95 | -- | -0.813 | 5.91 | 93.21 | 574 | 12.7 | -- |
| 180.23 | 0.625 | 11.5 | -0.393 | 1.78 | -3.18 | -- | 3.45 | -0.834 | 5.73 | 93.09 | 574 | 13.1 | -- |
| 187.1 | 0.637 | 11.5 | -0.304 | 1.81 | -3 | -- | -- | -0.817 | 5.73 | 93.52 | 562 | 12.8 | -- |
| 327.53 | 0.843 | 11.5 | -0.369 | -- | -2.25 | -- | 3.68 | -0.714 | -- | 93.91 | 459 | 13.5 | -- |
| 247.26 | 0.737 | 11.4 | -0.395 | 1.49 | -- | 2.02 | -- | -0.616 | 6.32 | -- | -- | -- | -- |
| 256.12 | 0.749 | 11.4 | -0.375 | 1.51 | -- | -- | -- | -0.625 | 5.97 | -- | -- | -- | -- |
| 336.43 | 0.854 | 11.5 | -0.294 | -- | -2.35 | -- | -- | -0.658 | -- | 94 | 459 | 13.3 | -- |
| 187.3 | 0.637 | 11.5 | -- | 1.78 | -3.78 | -- | -- | -0.835 | 5.67 | 93.75 | 510 | 12.8 | -- |
| 373.52 | 0.903 | 11.5 | -0.331 | -- | -- | -- | -- | -0.591 | -- | -- | -- | -- | -- |
| 259.83 | 0.754 | 11.4 | -- | 1.5 | -- | -- | -- | -0.584 | 5.98 | -- | -- | -- | -- |
| 338.34 | 0.857 | 11.5 | -- | -- | -2.4 | -- | -- | -0.667 | -- | 93.98 | 459 | 13.3 | -- |
| 376.41 | 0.906 | 11.4 | -- | -- | -- | -- | -- | -0.554 | -- | -- | -- | -- | -- |
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 | 194.96 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 2 | 198.08 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 3 | 198.73 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 6 | 200.51 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
| 9 | 201.31 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 20 | 6 |
| 10 | 201.58 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 7 |
| 12 | 202.04 | humidity | 90.0 | 720 | < th | dose independent | rect. | 19 | 5 |
| 15 | 202.15 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 6 |
| 21 | 202.59 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
| 24 | 203.27 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 3 |
| 30 | 203.77 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 19 | 7 |
| 44 | 204.22 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 10 |
| 46 | 204.24 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 2 |
| 47 | 204.25 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 48 | 204.25 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 49 | 204.46 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 55 | 204.97 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 20 | 8 |
| 62 | 205.30 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 64 | 205.45 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 1 | 16 |
| 65 | 205.46 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 23 | 5 |
| 86 | 206.13 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 18 |
| 112 | 206.68 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 17 |
| 141 | 207.46 | humidity | 80.0 | 1440 | < th | dose independent | sin | 1 | NA |
| 143 | 207.48 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 1 |
| 158 | 207.73 | humidity | 80.0 | 1440 | > th | dose independent | sin | 1 | NA |
| 169 | 207.92 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
| 183 | 208.18 | humidity | 90.0 | 270 | < th | dose independent | rect. | 17 | 16 |
| 226 | 208.78 | humidity | 90.0 | 720 | > th | dose dependent | sin | 18 | NA |
| 261 | 209.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 8 |
| 308 | 209.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 4 |
| 321 | 209.97 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 17 | 15 |
| 340 | 210.21 | wind | 1.0 | 30 | > th | dose independent | rect. | 19 | 6 |
| 353 | 210.33 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 3 |
| 357 | 210.39 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 12 | 5 |
| 358 | 210.39 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 12 | 5 |
| 384 | 210.62 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 4 |
| 385 | 210.62 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 4 |
| 389 | 210.64 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 9 | 8 |
| 408 | 210.75 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 420 | 210.87 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 6 |
| 421 | 210.87 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 6 |
| 453 | 211.22 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 4 |
| 455 | 211.22 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 1 | 18 |
| 457 | 211.24 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 8 |
| 458 | 211.24 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 8 |
| 461 | 211.27 | humidity | 50.0 | 30 | > th | dose independent | rect. | 1 | 18 |
| 462 | 211.29 | humidity | 90.0 | 720 | > th | dose independent | rect. | 19 | 6 |
| 503 | 211.68 | humidity | 90.0 | 30 | < th | dose independent | rect. | 19 | 18 |
| 506 | 211.70 | temperature | 10.0 | 30 | > th | dose independent | rect. | 19 | 6 |
| 507 | 211.70 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 6 |
| 508 | 211.70 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 6 |
| 510 | 211.70 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 6 |
| 511 | 211.70 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 6 |
| 516 | 211.70 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 18 |
| 518 | 211.70 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 1 | 18 |
| 519 | 211.70 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 6 |
| 525 | 211.73 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 6 |
| 532 | 211.78 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 18 |
| 533 | 211.78 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
| 534 | 211.80 | precipitation | 0.1 | 270 | < th | dose independent | sin | 7 | NA |
| 535 | 211.80 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 7 | NA |
| 539 | 211.83 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 2 |
| 551 | 211.95 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
| 552 | 211.96 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 605 | 212.19 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 608 | 212.19 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 610 | 212.21 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 1 | 6 |
| 611 | 212.22 | precipitation | 0.1 | 270 | > th | dose independent | sin | 10 | NA |
| 636 | 212.38 | wind | 1.0 | 270 | > th | dose independent | rect. | 16 | 8 |
| 652 | 212.49 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 16 |
| 665 | 212.58 | precipitation | 0.1 | 270 | < th | dose independent | sin | 3 | NA |
| 668 | 212.58 | precipitation | 0.1 | 270 | < th | dose dependent | sin | 3 | NA |
| 670 | 212.59 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
| 703 | 212.86 | radiation | 1.0 | 30 | > th | dose independent | sin | 2 | NA |
| 705 | 212.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 18 |
| 707 | 212.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 18 |
| 713 | 212.95 | humidity | 90.0 | 90 | < th | dose independent | sin | 9 | NA |
| 721 | 213.00 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 19 | 16 |
| 726 | 213.03 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 1 | 16 |
| 734 | 213.09 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 735 | 213.09 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
| 742 | 213.12 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 16 | 9 |
| 745 | 213.14 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 9 | NA |
| 746 | 213.15 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 17 | 9 |
| 752 | 213.19 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 16 |
| 765 | 213.29 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 18 |
| 793 | 213.50 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 16 |
| 799 | 213.55 | atmosphere | 1005.0 | 270 | > th | dose independent | sin | 11 | NA |
| 837 | 213.73 | temperature | 25.0 | 30 | < th | dose independent | rect. | 1 | 16 |
| 870 | 213.88 | atmosphere | 1005.0 | 720 | > th | dose independent | sin | 15 | NA |
| 871 | 213.89 | humidity | 90.0 | 720 | < th | dose independent | rect. | 13 | 11 |
| 876 | 213.90 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 5 | 22 |
| 888 | 213.96 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 19 | 14 |
| 891 | 213.98 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 16 |
| 895 | 214.00 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 8 |
| 896 | 214.00 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 8 |
| 897 | 214.00 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 16 |
| 932 | 214.23 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 8 |
| 947 | 214.31 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 12 | 8 |
| 948 | 214.31 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 12 | 8 |
| 956 | 214.34 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 1 | 18 |
| 957 | 214.34 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 1 | 18 |
| 960 | 214.35 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 12 |
| 976 | 214.40 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 18 | 21 |
| 987 | 214.45 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |