Os09g0324000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Oleosin.
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Os09g0324000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Oleosin.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 292.48 | 0.804 | 3.24 | 0.435 | 0.229 | 1.47 | -0.96 | -8.39 | -0.309 | 5.87 | 50.03 | 500 | -- | -- |
| 309.64 | 0.826 | 3.29 | 0.268 | 0.253 | -0.362 | -1.36 | -- | -0.282 | 5.92 | 50.03 | 500 | -- | -- |
| 293.99 | 0.799 | 3.23 | 0.416 | 0.267 | 1.33 | -- | -8.5 | -0.298 | 7.25 | 50.29 | 499 | -- | -- |
| 297.21 | 0.803 | 3.29 | 0.278 | 0.36 | -2.06 | -- | -- | -0.284 | 5.89 | 46 | 543 | -- | -- |
| 297.23 | 0.803 | 3.24 | 0.455 | -- | 1.66 | -- | -9 | -0.304 | -- | 50.75 | 499 | -- | -- |
| 310.86 | 0.827 | 3.3 | 0.279 | 0.236 | -- | -1.41 | -- | -0.292 | 5.92 | -- | -- | -- | -- |
| 314.64 | 0.831 | 3.29 | 0.271 | 0.263 | -- | -- | -- | -0.285 | 7.9 | -- | -- | -- | -- |
| 300.99 | 0.808 | 3.29 | 0.124 | -- | -2.09 | -- | -- | -0.265 | -- | 46.42 | 543 | -- | -- |
| 295.26 | 0.8 | 3.29 | -- | 0.347 | -2.12 | -- | -- | -0.291 | 7.58 | 46.23 | 544 | -- | -- |
| 318.41 | 0.834 | 3.3 | 0.274 | -- | -- | -- | -- | -0.282 | -- | -- | -- | -- | -- |
| 316.58 | 0.832 | 3.3 | -- | 0.265 | -- | -- | -- | -0.315 | 7.83 | -- | -- | -- | -- |
| 301.38 | 0.809 | 3.3 | -- | -- | -2.14 | -- | -- | -0.277 | -- | 46.37 | 543 | -- | -- |
| 320.39 | 0.835 | 3.3 | -- | -- | -- | -- | -- | -0.312 | -- | -- | -- | -- | -- |
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 | 289.11 | humidity | 50.0 | 720 | < th | dose independent | rect. | 11 | 1 |
| 19 | 289.11 | humidity | 50.0 | 720 | < th | dose dependent | rect. | 11 | 1 |
| 37 | 289.32 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 12 | 1 |
| 39 | 289.94 | atmosphere | 1005.0 | 30 | < th | dose independent | rect. | 9 | 3 |
| 43 | 291.01 | humidity | 80.0 | 270 | > th | dose independent | rect. | 8 | 2 |
| 44 | 291.06 | wind | 7.0 | 90 | > th | dose independent | rect. | 8 | 1 |
| 45 | 291.10 | wind | 7.0 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 46 | 291.11 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 8 | 1 |
| 62 | 292.56 | wind | 1.0 | 270 | < th | dose independent | rect. | 18 | 1 |
| 63 | 292.56 | wind | 1.0 | 270 | < th | dose dependent | rect. | 18 | 1 |
| 65 | 292.70 | humidity | 50.0 | 720 | < th | dose dependent | rect. | 13 | 1 |
| 67 | 292.80 | wind | 5.0 | 1440 | < th | dose independent | rect. | 24 | 9 |
| 76 | 293.28 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 24 | 9 |
| 77 | 293.31 | wind | 5.0 | 1440 | > th | dose independent | rect. | 24 | 9 |
| 83 | 293.48 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 23 | 5 |
| 93 | 294.01 | radiation | 10.0 | 30 | < th | dose independent | rect. | 10 | 3 |
| 101 | 294.20 | humidity | 50.0 | 10 | > th | dose independent | sin | 14 | NA |
| 117 | 294.57 | wind | 5.0 | 10 | > th | dose independent | rect. | 10 | 1 |
| 122 | 294.57 | humidity | 50.0 | 720 | < th | dose independent | rect. | 16 | 22 |
| 123 | 294.57 | wind | 5.0 | 10 | > th | dose dependent | rect. | 10 | 1 |
| 134 | 294.92 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 1 |
| 140 | 294.94 | wind | 1.0 | 90 | < th | dose dependent | rect. | 10 | 4 |
| 150 | 295.01 | humidity | 50.0 | 720 | > th | dose independent | rect. | 23 | 18 |
| 159 | 295.02 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 160 | 295.03 | humidity | 50.0 | 720 | > th | dose independent | sin | 6 | NA |
| 161 | 295.04 | humidity | 50.0 | 10 | < th | dose independent | sin | 14 | NA |
| 165 | 295.12 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 9 |
| 169 | 295.17 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 2 |
| 171 | 295.23 | humidity | 50.0 | 10 | < th | dose dependent | sin | 13 | NA |
| 172 | 295.23 | wind | 9.0 | 90 | > th | dose dependent | rect. | 22 | 12 |
| 173 | 295.24 | humidity | 50.0 | 90 | < th | dose dependent | sin | 7 | NA |
| 174 | 295.26 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 5 | 6 |
| 182 | 295.36 | humidity | 50.0 | 720 | > th | dose independent | rect. | 5 | 22 |
| 187 | 295.41 | wind | 9.0 | 90 | > th | dose dependent | rect. | 20 | 14 |
| 189 | 295.42 | wind | 1.0 | 90 | < th | dose dependent | rect. | 10 | 1 |
| 201 | 295.52 | humidity | 50.0 | 90 | < th | dose independent | rect. | 10 | 5 |
| 245 | 295.63 | humidity | 50.0 | 90 | < th | dose dependent | rect. | 11 | 4 |
| 275 | 295.74 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 12 | 6 |
| 296 | 295.85 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 7 |
| 297 | 295.86 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
| 301 | 295.91 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 14 | 8 |
| 302 | 295.91 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 14 | 8 |
| 312 | 296.12 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
| 313 | 296.12 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 15 | 2 |
| 315 | 296.14 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 2 |
| 327 | 296.19 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 14 | 5 |
| 329 | 296.19 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 13 | 10 |
| 336 | 296.23 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 14 | 5 |
| 364 | 296.31 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 21 | 1 |
| 372 | 296.39 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 387 | 296.44 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 24 | 5 |
| 389 | 296.45 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
| 392 | 296.45 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
| 405 | 296.55 | humidity | 50.0 | 10 | < th | dose independent | rect. | 12 | 6 |
| 434 | 296.58 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 23 | 14 |
| 438 | 296.60 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 3 | 10 |
| 461 | 296.68 | humidity | 50.0 | 270 | < th | dose dependent | rect. | 16 | 22 |
| 467 | 296.70 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 9 |
| 495 | 296.74 | humidity | 50.0 | 720 | > th | dose independent | rect. | 7 | 10 |
| 501 | 296.75 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 18 | NA |
| 503 | 296.76 | humidity | 50.0 | 720 | > th | dose independent | sin | 3 | NA |
| 507 | 296.77 | wind | 7.0 | 4320 | < th | dose independent | rect. | 21 | 4 |
| 516 | 296.79 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 21 | 4 |
| 519 | 296.80 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 2 | 3 |
| 522 | 296.80 | wind | 1.0 | 30 | < th | dose dependent | rect. | 13 | 14 |
| 524 | 296.81 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 10 | 1 |
| 529 | 296.82 | humidity | 60.0 | 720 | > th | dose independent | rect. | 22 | 15 |
| 536 | 296.85 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 20 | 1 |
| 547 | 296.87 | humidity | 50.0 | 90 | < th | dose independent | sin | 7 | NA |
| 554 | 296.89 | humidity | 80.0 | 270 | > th | dose independent | rect. | 22 | 17 |
| 571 | 296.94 | humidity | 50.0 | 720 | < th | dose independent | sin | 9 | NA |
| 578 | 296.94 | wind | 1.0 | 30 | < th | dose dependent | rect. | 10 | 17 |
| 579 | 296.95 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 17 | NA |
| 588 | 296.98 | humidity | 80.0 | 10 | > th | dose independent | rect. | 10 | 1 |
| 616 | 296.99 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 24 | 1 |
| 636 | 297.04 | atmosphere | 1000.0 | 43200 | < th | dose dependent | sin | 21 | NA |
| 704 | 297.07 | humidity | 50.0 | 10 | < th | dose independent | rect. | 12 | 2 |
| 753 | 297.09 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 2 | 16 |
| 824 | 297.12 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 828 | 297.12 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 20 | 1 |
| 835 | 297.13 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 837 | 297.13 | humidity | 50.0 | 720 | > th | dose independent | rect. | 7 | 18 |
| 917 | 297.19 | humidity | 80.0 | 270 | > th | dose independent | rect. | 22 | 13 |
| 939 | 297.21 | wind | 3.0 | 1440 | > th | dose independent | rect. | 24 | 1 |
| 979 | 297.25 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 5 |
| 992 | 297.25 | humidity | 50.0 | 720 | > th | dose independent | rect. | 1 | 16 |