Os10g0125600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os10g0125600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Hypothetical 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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 149.67 | 0.575 | 6.51 | 1.53 | 2.72 | 0.0798 | -0.24 | 3.55 | 0.89 | 20.8 | 0.3608 | 5514 | -- | -- |
| 145.4 | 0.562 | 6.57 | 1.03 | 2.69 | 1.07 | -0.26 | -- | 0.927 | 20.8 | 0.6679 | 23289 | -- | -- |
| 149.1 | 0.569 | 6.51 | 1.6 | 2.74 | 0.00144 | -- | 3.67 | 0.896 | 20.8 | 0.4064 | 6150 | -- | -- |
| 145.39 | 0.562 | 6.57 | 1.05 | 2.71 | 1.06 | -- | -- | 0.95 | 20.9 | 0.8109 | 23420 | -- | -- |
| 569.69 | 1.11 | 6.4 | 1.82 | -- | -0.235 | -- | 4.3 | 0.904 | -- | 0.6835 | 5162 | -- | -- |
| 170.17 | 0.612 | 6.59 | 1.7 | 2.73 | -- | -0.231 | -- | 0.847 | 20.9 | -- | -- | -- | -- |
| 170.35 | 0.611 | 6.59 | 1.71 | 2.73 | -- | -- | -- | 0.847 | 20.9 | -- | -- | -- | -- |
| 566.44 | 1.11 | 6.51 | 1.11 | -- | 1.02 | -- | -- | 0.913 | -- | 0.9502 | 22279 | -- | -- |
| 159.03 | 0.587 | 6.56 | -- | 2.72 | 1.2 | -- | -- | 0.962 | 20.9 | 1.475 | 47520 | -- | -- |
| 594.38 | 1.14 | 6.52 | 1.7 | -- | -- | -- | -- | 0.827 | -- | -- | -- | -- | -- |
| 246.97 | 0.735 | 6.63 | -- | 2.72 | -- | -- | -- | 0.657 | 20.9 | -- | -- | -- | -- |
| 579.28 | 1.12 | 6.49 | -- | -- | 1.29 | -- | -- | 0.951 | -- | 1.428 | 37866 | -- | -- |
| 670.97 | 1.21 | 6.56 | -- | -- | -- | -- | -- | 0.638 | -- | -- | -- | -- | -- |
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 | 142.83 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 8 |
| 2 | 142.89 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
| 3 | 142.92 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 4 | 142.92 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 6 |
| 8 | 143.24 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
| 14 | 143.57 | wind | 7.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 16 | 143.69 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 4 |
| 17 | 143.69 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 6 |
| 23 | 143.87 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 14 | 2 |
| 29 | 143.97 | wind | 7.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
| 53 | 144.62 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 10 |
| 56 | 144.67 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 23 | 1 |
| 61 | 144.75 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 23 | 1 |
| 68 | 144.83 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 69 | 144.89 | atmosphere | 1005.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 82 | 145.04 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 6 |
| 103 | 145.21 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 10 |
| 124 | 145.36 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
| 133 | 145.38 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
| 143 | 145.40 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 23 | 4 |
| 173 | 145.49 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
| 184 | 145.51 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 11 |
| 207 | 145.58 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 4 |
| 230 | 145.65 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 10 |
| 250 | 145.72 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 6 |
| 262 | 145.74 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 14 | 19 |
| 273 | 145.80 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 22 | 10 |
| 281 | 145.82 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 13 |
| 284 | 145.83 | atmosphere | 1005.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 286 | 145.83 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 13 |
| 314 | 145.95 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 2 |
| 316 | 145.95 | wind | 5.0 | 43200 | < th | dose independent | rect. | 14 | 18 |
| 323 | 145.96 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 3 | 18 |
| 335 | 145.99 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 9 |
| 351 | 146.03 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 3 | 16 |
| 415 | 146.19 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 9 |
| 416 | 146.19 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 18 | 9 |
| 423 | 146.21 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
| 429 | 146.23 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
| 432 | 146.23 | wind | 5.0 | 43200 | > th | dose independent | rect. | 14 | 18 |
| 434 | 146.23 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 3 | 18 |
| 443 | 146.26 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 3 | 16 |
| 461 | 146.31 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 14 |
| 486 | 146.36 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 17 | 6 |
| 505 | 146.40 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 17 | 6 |
| 525 | 146.43 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 22 | 11 |
| 567 | 146.51 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 4 |
| 604 | 146.56 | atmosphere | 1000.0 | 43200 | < th | dose dependent | sin | 12 | NA |
| 608 | 146.57 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
| 616 | 146.58 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
| 642 | 146.63 | wind | 5.0 | 43200 | < th | dose independent | rect. | 3 | 17 |
| 648 | 146.64 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 4 |
| 654 | 146.65 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 694 | 146.71 | wind | 9.0 | 43200 | > th | dose dependent | sin | 13 | NA |
| 702 | 146.72 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 22 | NA |
| 703 | 146.72 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 22 | NA |
| 706 | 146.72 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
| 815 | 146.88 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 854 | 146.93 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 6 |
| 857 | 146.93 | wind | 1.0 | 43200 | > th | dose dependent | sin | 0 | NA |
| 883 | 146.96 | wind | 5.0 | 43200 | > th | dose independent | rect. | 4 | 16 |
| 888 | 146.97 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 889 | 146.97 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 18 | 11 |
| 890 | 146.97 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 902 | 146.98 | wind | 7.0 | 43200 | < th | dose dependent | sin | 1 | NA |
| 913 | 147.00 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 6 |
| 921 | 147.00 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 6 |
| 990 | 147.08 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 14 | NA |