Os02g0823200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os02g0823200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Conserved 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71.74 | 0.398 | 2.98 | -0.0926 | 0.0797 | -0.343 | -0.343 | 1.26 | 0.122 | 0.574 | 1.095 | 16 | -- | -- |
| 73.21 | 0.402 | 2.96 | -0.0351 | 0.0894 | -0.197 | -0.457 | -- | 0.136 | 1.49 | 1.095 | 16 | -- | -- |
| 72.23 | 0.396 | 2.98 | -0.0841 | 0.0813 | -0.346 | -- | 1.39 | 0.122 | 0.441 | 1.093 | 16 | -- | -- |
| 73.89 | 0.4 | 2.96 | -0.0266 | 0.0871 | -0.24 | -- | -- | 0.137 | 1.13 | 1.026 | 16 | -- | -- |
| 72.62 | 0.397 | 2.98 | -0.0853 | -- | -0.374 | -- | 1.4 | 0.124 | -- | 1.05 | 16 | -- | -- |
| 74.45 | 0.405 | 2.96 | -0.0108 | 0.138 | -- | -0.431 | -- | 0.133 | 2.13 | -- | -- | -- | -- |
| 75.15 | 0.406 | 2.96 | 0.00163 | 0.14 | -- | -- | -- | 0.135 | 2.5 | -- | -- | -- | -- |
| 74.32 | 0.402 | 2.96 | -0.0289 | -- | -0.277 | -- | -- | 0.14 | -- | 1.06 | 16 | -- | -- |
| 73.91 | 0.4 | 2.96 | -- | 0.0869 | -0.237 | -- | -- | 0.141 | 1.12 | 1.054 | 16 | -- | -- |
| 76.29 | 0.408 | 2.96 | 0.00755 | -- | -- | -- | -- | 0.139 | -- | -- | -- | -- | -- |
| 75.15 | 0.406 | 2.96 | -- | 0.14 | -- | -- | -- | 0.135 | 2.5 | -- | -- | -- | -- |
| 74.34 | 0.402 | 2.96 | -- | -- | -0.273 | -- | -- | 0.143 | -- | 1.087 | 16 | -- | -- |
| 76.29 | 0.408 | 2.96 | -- | -- | -- | -- | -- | 0.138 | -- | -- | -- | -- | -- |
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 | 62.59 | temperature | 15.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 2 | 62.63 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 3 | 62.65 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 4 | 62.65 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 5 | 62.66 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 6 | 62.66 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 12 | 62.67 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 13 | 62.67 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 16 | 62.68 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 19 | 62.68 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 22 | 62.68 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 23 | 62.68 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 25 | 62.68 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 30 | 62.68 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
| 33 | 62.68 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 38 | 62.68 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 39 | 62.69 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 43 | 62.71 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 47 | 62.74 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 52 | 62.81 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 56 | 62.89 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 107 | 64.33 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
| 108 | 64.33 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
| 109 | 64.40 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
| 110 | 64.44 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 126 | 65.44 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 1 |
| 130 | 65.49 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 131 | 65.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 134 | 65.49 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 138 | 65.49 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 147 | 65.49 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
| 148 | 65.49 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 168 | 65.49 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 4 | 23 |
| 171 | 65.49 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 1 |
| 190 | 65.91 | temperature | 25.0 | 270 | > th | dose independent | rect. | 23 | 4 |
| 201 | 66.79 | humidity | 50.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 240 | 68.11 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 256 | 68.62 | wind | 3.0 | 30 | < th | dose dependent | rect. | 24 | 3 |
| 302 | 69.26 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 1 |
| 327 | 69.50 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 331 | 69.53 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 10 |
| 345 | 69.63 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 3 |
| 346 | 69.65 | wind | 1.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 347 | 69.66 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
| 349 | 69.69 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 360 | 69.85 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 412 | 70.32 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
| 414 | 70.32 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
| 418 | 70.36 | temperature | 15.0 | 30 | > th | dose independent | rect. | 24 | 1 |
| 420 | 70.36 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 23 |
| 427 | 70.40 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
| 430 | 70.44 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 24 | 1 |
| 432 | 70.45 | wind | 7.0 | 30 | < th | dose independent | rect. | 24 | 1 |
| 435 | 70.45 | temperature | 30.0 | 30 | < th | dose independent | rect. | 24 | 1 |
| 436 | 70.45 | humidity | 50.0 | 30 | > th | dose independent | rect. | 24 | 1 |
| 439 | 70.45 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 24 | 1 |
| 440 | 70.45 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 1 |
| 445 | 70.45 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 24 | 1 |
| 446 | 70.45 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 23 |
| 447 | 70.45 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
| 452 | 70.45 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 24 | 1 |
| 458 | 70.48 | wind | 1.0 | 30 | > th | dose independent | rect. | 24 | 1 |
| 478 | 70.55 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
| 483 | 70.59 | wind | 1.0 | 30 | > th | dose dependent | rect. | 24 | 1 |
| 514 | 70.72 | wind | 3.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
| 522 | 70.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
| 525 | 70.76 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
| 529 | 70.76 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
| 539 | 70.76 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
| 540 | 70.76 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 1 | 1 |
| 561 | 70.76 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 23 |
| 564 | 70.76 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 1 |
| 580 | 70.81 | temperature | 25.0 | 270 | < th | dose independent | rect. | 21 | 9 |
| 636 | 70.91 | wind | 1.0 | 10 | > th | dose independent | sin | 16 | NA |
| 680 | 71.07 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
| 695 | 71.14 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 742 | 71.22 | radiation | 40.0 | 90 | < th | dose independent | rect. | 11 | 16 |
| 803 | 71.43 | wind | 1.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 845 | 71.53 | wind | 3.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
| 936 | 71.69 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
| 940 | 71.70 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 23 |
| 946 | 71.71 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 3 |
| 955 | 71.73 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 15 |
| 998 | 71.78 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 19 | 9 |