Os02g0150300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Pyridine nucleotide-disulphide oxidoreductase, NAD-binding region domain containing protein.
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Os02g0150300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Pyridine nucleotide-disulphide oxidoreductase, NAD-binding region 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43.9 | 0.311 | 10.1 | -0.646 | 0.735 | -0.393 | -0.00399 | -0.412 | -0.25 | 0.00882 | 69.72 | 1462 | -- | -- |
| 44.27 | 0.31 | 10.1 | -0.596 | 0.731 | -0.404 | -0.0113 | -- | -0.229 | 24 | 70 | 1449 | -- | -- |
| 43.9 | 0.309 | 10.1 | -0.646 | 0.735 | -0.393 | -- | -0.412 | -0.25 | 0.00954 | 69.72 | 1461 | -- | -- |
| 44.26 | 0.31 | 10.1 | -0.59 | 0.732 | -0.413 | -- | -- | -0.234 | 0.00314 | 69.62 | 1455 | -- | -- |
| 66.84 | 0.383 | 10.1 | -0.624 | -- | -0.451 | -- | 0.16 | -0.27 | -- | 69.72 | 1461 | -- | -- |
| 50.82 | 0.334 | 10.1 | -0.684 | 0.731 | -- | -0.0782 | -- | -0.268 | 23.9 | -- | -- | -- | -- |
| 50.85 | 0.334 | 10.1 | -0.681 | 0.732 | -- | -- | -- | -0.268 | 23.9 | -- | -- | -- | -- |
| 66.96 | 0.383 | 10.1 | -0.627 | -- | -0.449 | -- | -- | -0.271 | -- | 69.72 | 1461 | -- | -- |
| 53.11 | 0.339 | 10.1 | -- | 0.736 | -0.443 | -- | -- | -0.218 | 23.9 | 69 | 1441 | -- | -- |
| 84.55 | 0.43 | 10.1 | -0.658 | -- | -- | -- | -- | -0.258 | -- | -- | -- | -- | -- |
| 63.06 | 0.371 | 10.1 | -- | 0.723 | -- | -- | -- | -0.192 | 23.9 | -- | -- | -- | -- |
| 77.32 | 0.411 | 10.1 | -- | -- | -0.462 | -- | -- | -0.201 | -- | 69.72 | 1461 | -- | -- |
| 95.98 | 0.457 | 10.1 | -- | -- | -- | -- | -- | -0.185 | -- | -- | -- | -- | -- |
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 | 37.99 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 18 | 10 |
| 7 | 38.21 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
| 8 | 38.21 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
| 11 | 38.26 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
| 13 | 38.32 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 16 | 16 |
| 15 | 38.33 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 18 | 15 |
| 16 | 38.34 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 10 |
| 33 | 38.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 12 |
| 49 | 38.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 12 |
| 52 | 38.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 12 |
| 57 | 38.50 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 12 | NA |
| 83 | 38.58 | humidity | 90.0 | 14400 | > th | dose independent | sin | 12 | NA |
| 105 | 38.65 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 5 |
| 120 | 38.69 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 7 |
| 124 | 38.70 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 9 |
| 142 | 38.75 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 9 |
| 145 | 38.75 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 9 |
| 189 | 38.85 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 24 | 22 |
| 243 | 38.98 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
| 263 | 39.03 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
| 266 | 39.03 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 268 | 39.03 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 23 |
| 279 | 39.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 282 | 39.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 305 | 39.14 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 23 |
| 359 | 39.32 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 6 |
| 393 | 39.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 6 |
| 426 | 39.51 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 6 |
| 429 | 39.51 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 6 |
| 434 | 39.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 8 |
| 452 | 39.57 | wind | 9.0 | 4320 | > th | dose independent | rect. | 17 | 4 |
| 474 | 39.62 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 22 | 1 |
| 479 | 39.63 | wind | 1.0 | 43200 | < th | dose independent | rect. | 20 | 10 |
| 488 | 39.64 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 2 |
| 500 | 39.67 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 24 | 10 |
| 516 | 39.71 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 527 | 39.73 | wind | 1.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
| 532 | 39.74 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 558 | 39.81 | wind | 1.0 | 43200 | > th | dose independent | rect. | 22 | 8 |
| 565 | 39.82 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 19 | 6 |
| 576 | 39.84 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 21 |
| 580 | 39.85 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
| 581 | 39.85 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 9 | 23 |
| 607 | 39.92 | wind | 9.0 | 4320 | > th | dose independent | rect. | 17 | 9 |
| 623 | 39.95 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 7 | 23 |
| 632 | 39.98 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 2 |
| 637 | 39.99 | humidity | 90.0 | 14400 | > th | dose independent | no | NA | NA |
| 663 | 40.04 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 2 |
| 664 | 40.04 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 2 |
| 669 | 40.05 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 24 | 23 |
| 679 | 40.07 | wind | 1.0 | 43200 | > th | dose independent | rect. | 20 | 10 |
| 684 | 40.07 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 694 | 40.09 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 18 | 15 |
| 702 | 40.10 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 17 | 4 |
| 716 | 40.13 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 11 |
| 762 | 40.23 | wind | 1.0 | 43200 | > th | dose independent | rect. | 18 | 12 |
| 768 | 40.25 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 3 |
| 772 | 40.25 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 785 | 40.28 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
| 789 | 40.29 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 8 |
| 798 | 40.31 | humidity | 90.0 | 14400 | < th | dose independent | sin | 13 | NA |
| 805 | 40.31 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 8 |
| 817 | 40.34 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 9 |
| 839 | 40.36 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 841 | 40.36 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 6 |
| 876 | 40.41 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 6 |
| 893 | 40.45 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 3 |
| 898 | 40.45 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
| 932 | 40.50 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 2 |
| 950 | 40.54 | wind | 9.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 976 | 40.57 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 980 | 40.58 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 1 |
| 981 | 40.58 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 4 |