Os10g0562200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Lipase-like protein.
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Os10g0562200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Lipase-like 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 = temperature,
response mode = > th, dose dependency = dose independent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147.4 | 0.57 | 7.12 | 4.43 | 1.19 | 1.96 | 0.943 | 1.85 | 0.703 | 5.73 | 20.8 | 4950 | -- | -- |
| 151.62 | 0.573 | 7.22 | 4.44 | 1.21 | 1.47 | 1.21 | -- | 0.626 | 5.64 | 21.8 | 5116 | -- | -- |
| 149.35 | 0.569 | 7.13 | 4.44 | 1.2 | 1.94 | -- | 1.83 | 0.676 | 5.61 | 21 | 4955 | -- | -- |
| 151.58 | 0.573 | 7.21 | 4.21 | 1.18 | 1.52 | -- | -- | 0.557 | 5.67 | 21.9 | 5005 | -- | -- |
| 218.73 | 0.689 | 7.15 | 4.5 | -- | 1.84 | -- | 1.54 | 0.726 | -- | 21.09 | 4176 | -- | -- |
| 205.34 | 0.672 | 7.08 | 5.12 | 1.18 | -- | 0.788 | -- | 1.13 | 5.55 | -- | -- | -- | -- |
| 206.85 | 0.674 | 7.08 | 5.13 | 1.19 | -- | -- | -- | 1.13 | 5.49 | -- | -- | -- | -- |
| 222.13 | 0.694 | 7.22 | 4.67 | -- | 1.33 | -- | -- | 0.632 | -- | 22.4 | 2829 | -- | -- |
| 177.5 | 0.621 | 7.46 | -- | 1.16 | 4.13 | -- | -- | -0.554 | 5.72 | 19.37 | 47520 | -- | -- |
| 280.25 | 0.782 | 7.1 | 5.17 | -- | -- | -- | -- | 1.16 | -- | -- | -- | -- | -- |
| 899.77 | 1.4 | 7.21 | -- | 1.27 | -- | -- | -- | 0.559 | 5.32 | -- | -- | -- | -- |
| 247.43 | 0.733 | 7.48 | -- | -- | 4.19 | -- | -- | -0.526 | -- | 19.13 | 47520 | -- | -- |
| 984.44 | 1.46 | 7.23 | -- | -- | -- | -- | -- | 0.586 | -- | -- | -- | -- | -- |
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 | 141.10 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
| 5 | 141.73 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 22 | 1 |
| 16 | 142.29 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 6 |
| 26 | 142.68 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 9 |
| 27 | 142.69 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 3 |
| 29 | 142.73 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
| 31 | 142.74 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 3 |
| 50 | 143.18 | atmosphere | 1015.0 | 43200 | > th | dose dependent | sin | 15 | NA |
| 55 | 143.25 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 15 |
| 61 | 143.26 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 23 |
| 64 | 143.28 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 11 |
| 99 | 143.53 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 20 |
| 102 | 143.55 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 13 |
| 103 | 143.56 | radiation | 1.0 | 43200 | < th | dose dependent | sin | 3 | NA |
| 113 | 143.57 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 8 |
| 164 | 143.87 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 23 |
| 166 | 143.88 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 8 | 6 |
| 167 | 143.89 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 8 | 6 |
| 169 | 143.90 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 8 | 6 |
| 171 | 143.93 | atmosphere | 1010.0 | 43200 | > th | dose dependent | rect. | 3 | 1 |
| 179 | 143.94 | radiation | 1.0 | 43200 | < th | dose dependent | no | NA | NA |
| 182 | 143.94 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 19 |
| 202 | 143.95 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 21 |
| 214 | 143.96 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 7 |
| 218 | 143.96 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 15 |
| 267 | 143.99 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 10 | 23 |
| 299 | 144.08 | atmosphere | 1010.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 328 | 144.15 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 8 | 2 |
| 329 | 144.15 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 8 | 2 |
| 341 | 144.17 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 2 |
| 343 | 144.17 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 2 |
| 353 | 144.20 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 17 |
| 363 | 144.24 | wind | 1.0 | 43200 | < th | dose dependent | sin | 13 | NA |
| 381 | 144.30 | atmosphere | 1010.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 384 | 144.31 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 385 | 144.31 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 4 |
| 399 | 144.35 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 3 | 2 |
| 438 | 144.44 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 3 | 2 |
| 442 | 144.45 | atmosphere | 1010.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 445 | 144.47 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 2 | 4 |
| 478 | 144.54 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 4 |
| 491 | 144.57 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 7 |
| 500 | 144.59 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 512 | 144.64 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 23 | 2 |
| 529 | 144.69 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 23 | 4 |
| 534 | 144.70 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
| 597 | 144.85 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
| 606 | 144.87 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 17 | 10 |
| 608 | 144.88 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
| 689 | 145.16 | atmosphere | 1010.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 702 | 145.19 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 731 | 145.29 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 17 | 13 |
| 803 | 145.46 | atmosphere | 1010.0 | 43200 | > th | dose dependent | sin | 11 | NA |
| 846 | 145.55 | atmosphere | 1010.0 | 43200 | > th | dose independent | rect. | 2 | 5 |
| 855 | 145.56 | temperature | 20.0 | 43200 | < th | dose dependent | sin | 10 | NA |
| 877 | 145.60 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 1000 | 145.75 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 12 |