Os06g0354700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os06g0354700 |
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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 82.51 | 0.427 | 11.8 | 1.24 | 0.905 | -0.778 | 1.03 | -0.574 | 0.453 | 12.4 | 4.27 | 10 | -- | -- |
| 82.88 | 0.424 | 11.8 | 1.23 | 0.897 | -0.761 | 0.72 | -- | 0.449 | 12.4 | 4.318 | 9 | -- | -- |
| 84.71 | 0.429 | 11.8 | 1.24 | 0.896 | -0.751 | -- | 0.433 | 0.454 | 12.4 | 3.25 | 9 | -- | -- |
| 85.14 | 0.43 | 11.8 | 1.26 | 0.884 | -0.748 | -- | -- | 0.455 | 12.4 | 4.5 | 9 | -- | -- |
| 107.04 | 0.484 | 11.8 | 1.21 | -- | -0.71 | -- | -0.825 | 0.433 | -- | 50.66 | 6 | -- | -- |
| 91.54 | 0.449 | 11.8 | 1.22 | 0.505 | -- | 0.695 | -- | 0.455 | 12.6 | -- | -- | -- | -- |
| 93.61 | 0.453 | 11.8 | 1.25 | 0.503 | -- | -- | -- | 0.458 | 12.6 | -- | -- | -- | -- |
| 107.24 | 0.482 | 11.8 | 1.2 | -- | -0.684 | -- | -- | 0.429 | -- | 51.72 | 4 | -- | -- |
| 126.81 | 0.524 | 11.8 | -- | 0.833 | -0.688 | -- | -- | 0.334 | 12.3 | 4.65 | 9 | -- | -- |
| 109.5 | 0.489 | 11.8 | 1.23 | -- | -- | -- | -- | 0.45 | -- | -- | -- | -- | -- |
| 134.85 | 0.543 | 11.8 | -- | 0.485 | -- | -- | -- | 0.319 | 12.4 | -- | -- | -- | -- |
| 143.75 | 0.558 | 11.8 | -- | -- | -0.996 | -- | -- | 0.286 | -- | 53.54 | 6 | -- | -- |
| 149.63 | 0.571 | 11.8 | -- | -- | -- | -- | -- | 0.313 | -- | -- | -- | -- | -- |
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 | 76.70 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 8 | 4 |
| 2 | 77.11 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 6 | 5 |
| 15 | 77.16 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 4 | 14 |
| 16 | 77.17 | radiation | 1.0 | 270 | > th | dose dependent | sin | 9 | NA |
| 32 | 77.38 | radiation | 30.0 | 270 | < th | dose dependent | sin | 8 | NA |
| 36 | 77.42 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 12 | 20 |
| 44 | 77.68 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 8 | 6 |
| 45 | 77.78 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 7 | 5 |
| 81 | 78.45 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 18 |
| 114 | 78.61 | humidity | 50.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 118 | 78.65 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 9 | 1 |
| 124 | 78.73 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 126 | 78.76 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 3 | 15 |
| 131 | 78.80 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 3 | 15 |
| 134 | 78.86 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
| 154 | 78.99 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 6 |
| 155 | 78.99 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
| 157 | 79.00 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
| 159 | 79.04 | radiation | 40.0 | 90 | < th | dose independent | rect. | 3 | 15 |
| 160 | 79.04 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 163 | 79.05 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 12 | 23 |
| 166 | 79.09 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 167 | 79.09 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 168 | 79.09 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 6 |
| 169 | 79.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 6 |
| 170 | 79.09 | temperature | 10.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 172 | 79.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 6 |
| 177 | 79.13 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 6 |
| 196 | 79.16 | radiation | 1.0 | 90 | > th | dose dependent | sin | 5 | NA |
| 212 | 79.20 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 4 |
| 216 | 79.23 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 227 | 79.27 | radiation | 20.0 | 90 | < th | dose independent | rect. | 3 | 15 |
| 228 | 79.27 | radiation | 1.0 | 30 | < th | dose dependent | sin | 13 | NA |
| 229 | 79.28 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 6 |
| 243 | 79.33 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 18 |
| 246 | 79.34 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 12 | 20 |
| 253 | 79.41 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 14 |
| 258 | 79.47 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 20 | 15 |
| 262 | 79.50 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 12 | 18 |
| 277 | 79.50 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 12 | 18 |
| 303 | 79.60 | temperature | 15.0 | 270 | > th | dose independent | rect. | 2 | 15 |
| 307 | 79.62 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 4 |
| 317 | 79.66 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 8 | 6 |
| 329 | 79.71 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 4 |
| 331 | 79.72 | radiation | 10.0 | 270 | < th | dose independent | sin | 8 | NA |
| 342 | 79.75 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 6 |
| 344 | 79.76 | radiation | 10.0 | 30 | > th | dose independent | rect. | 8 | 4 |
| 372 | 79.83 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 14 |
| 378 | 79.85 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 23 | 12 |
| 383 | 79.86 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 8 | 4 |
| 386 | 79.87 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 20 |
| 410 | 79.90 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 18 |
| 423 | 79.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 18 |
| 425 | 79.91 | radiation | 40.0 | 10 | > th | dose independent | rect. | 13 | 23 |
| 448 | 79.97 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 14 |
| 453 | 79.98 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 454 | 79.98 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 14 |
| 461 | 80.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
| 464 | 80.01 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
| 465 | 80.01 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 5 |
| 466 | 80.01 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 20 |
| 486 | 80.07 | radiation | 1.0 | 10 | > th | dose independent | rect. | 8 | 6 |
| 493 | 80.10 | radiation | 20.0 | 270 | > th | dose independent | rect. | 9 | 1 |
| 508 | 80.13 | wind | 9.0 | 30 | < th | dose independent | rect. | 8 | 4 |
| 516 | 80.14 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 4 |
| 518 | 80.14 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 4 |
| 519 | 80.14 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 8 | 4 |
| 520 | 80.14 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 4 |
| 521 | 80.14 | temperature | 10.0 | 30 | > th | dose independent | rect. | 12 | 20 |
| 522 | 80.14 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 4 |
| 527 | 80.15 | radiation | 10.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 561 | 80.18 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 6 |
| 562 | 80.18 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 11 | 7 |
| 572 | 80.20 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 9 |
| 577 | 80.20 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 15 |
| 585 | 80.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 9 |
| 590 | 80.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 9 |
| 594 | 80.22 | temperature | 25.0 | 90 | > th | dose dependent | sin | 6 | NA |
| 607 | 80.25 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 11 | 7 |
| 608 | 80.25 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 9 |
| 610 | 80.26 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 12 | 6 |
| 642 | 80.29 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 6 |
| 644 | 80.29 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 6 |
| 645 | 80.29 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 8 | 6 |
| 646 | 80.29 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 6 |
| 647 | 80.29 | temperature | 10.0 | 10 | > th | dose independent | rect. | 14 | 18 |
| 649 | 80.29 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 6 |
| 672 | 80.33 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 8 | 19 |
| 688 | 80.37 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 732 | 80.41 | radiation | 1.0 | 10 | > th | dose dependent | sin | 4 | NA |
| 740 | 80.43 | radiation | 30.0 | 10 | > th | dose independent | rect. | 8 | 4 |
| 742 | 80.43 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 6 |
| 745 | 80.43 | wind | 5.0 | 90 | < th | dose independent | rect. | 8 | 19 |
| 753 | 80.45 | humidity | 60.0 | 270 | > th | dose independent | rect. | 8 | 1 |
| 802 | 80.47 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 18 |
| 812 | 80.48 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 16 |
| 816 | 80.49 | radiation | 10.0 | 270 | < th | dose independent | rect. | 1 | 14 |
| 818 | 80.49 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 12 | 20 |
| 819 | 80.49 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 12 | 20 |
| 835 | 80.52 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 20 |
| 883 | 80.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 15 |
| 889 | 80.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 15 |
| 923 | 80.59 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 8 |
| 936 | 80.59 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 19 |
| 943 | 80.61 | wind | 9.0 | 30 | < th | dose independent | rect. | 12 | 20 |
| 953 | 80.62 | radiation | 40.0 | 90 | < th | dose independent | rect. | 12 | 20 |
| 968 | 80.64 | radiation | 20.0 | 270 | > th | dose independent | sin | 9 | NA |
| 996 | 80.66 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
| 1000 | 80.66 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 18 |