Os02g0124800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os02g0124800 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 144.88 | 0.566 | 7.54 | -0.0734 | 2.33 | 1.1 | -1.11 | -13.5 | -0.97 | 7.44 | 29.78 | 3936 | -- | -- |
| 165.44 | 0.604 | 7.83 | -2.31 | 2.37 | 0.722 | -1.17 | -- | -1.24 | 7.39 | 16.7 | 32669 | -- | -- |
| 147.74 | 0.566 | 7.53 | -0.0441 | 2.33 | 1.06 | -- | -13.4 | -0.905 | 7.42 | 29.62 | 3748 | -- | -- |
| 164.77 | 0.598 | 7.8 | -1.94 | 2.37 | 0.715 | -- | -- | -1.14 | 7.38 | 14.21 | 34927 | -- | -- |
| 430.81 | 0.967 | 7.55 | 0.347 | -- | 0.982 | -- | -13 | -0.757 | -- | 29.4 | 3084 | -- | -- |
| 167.88 | 0.607 | 7.83 | -2.37 | 2.37 | -- | -1.18 | -- | -1.26 | 7.4 | -- | -- | -- | -- |
| 171.65 | 0.614 | 7.83 | -2.4 | 2.37 | -- | -- | -- | -1.26 | 7.37 | -- | -- | -- | -- |
| 463.23 | 1 | 7.83 | -1.71 | -- | 0.964 | -- | -- | -1.03 | -- | 14.42 | 35045 | -- | -- |
| 190.26 | 0.642 | 7.69 | -- | 2.35 | 2.03 | -- | -- | -0.684 | 7.27 | 16.7 | 32632 | -- | -- |
| 470.59 | 1.01 | 7.89 | -2.36 | -- | -- | -- | -- | -1.22 | -- | -- | -- | -- | -- |
| 323.72 | 0.842 | 7.77 | -- | 2.35 | -- | -- | -- | -0.992 | 7.44 | -- | -- | -- | -- |
| 486.65 | 1.03 | 7.75 | -- | -- | 2.09 | -- | -- | -0.619 | -- | 16.8 | 33851 | -- | -- |
| 617.87 | 1.16 | 7.83 | -- | -- | -- | -- | -- | -0.959 | -- | -- | -- | -- | -- |
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 | 136.52 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 2 | 136.85 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 10 |
| 3 | 136.95 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 4 |
| 4 | 136.95 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 10 |
| 5 | 136.95 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 10 |
| 6 | 137.16 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
| 7 | 137.47 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
| 8 | 137.47 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
| 11 | 137.73 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 7 |
| 12 | 137.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
| 14 | 137.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 6 |
| 15 | 137.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 6 |
| 16 | 137.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 6 |
| 19 | 137.95 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
| 20 | 138.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 6 |
| 25 | 138.21 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 4 |
| 35 | 138.64 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 37 | 138.72 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
| 38 | 138.81 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 43 | 138.99 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
| 44 | 139.07 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
| 49 | 139.31 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
| 53 | 139.44 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
| 57 | 139.57 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 61 | 139.68 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 7 | 4 |
| 75 | 139.89 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 80 | 139.95 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
| 88 | 139.99 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 102 | 140.09 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
| 151 | 140.38 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 19 | 2 |
| 169 | 140.48 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 170 | 140.48 | temperature | 25.0 | 14400 | > th | dose dependent | sin | 5 | NA |
| 198 | 140.62 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 209 | 140.64 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
| 212 | 140.65 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 253 | 140.83 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 1 |
| 268 | 140.95 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 12 | 2 |
| 281 | 141.01 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 10 | 6 |
| 319 | 141.12 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 341 | 141.17 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 10 | 6 |
| 348 | 141.19 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 1 |
| 349 | 141.19 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 1 |
| 363 | 141.26 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 18 |
| 421 | 141.37 | wind | 7.0 | 43200 | < th | dose dependent | rect. | 4 | 4 |
| 439 | 141.43 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 7 |
| 442 | 141.44 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 19 | 16 |
| 448 | 141.46 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 473 | 141.49 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 19 | 18 |
| 488 | 141.54 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 489 | 141.54 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 8 | 3 |
| 523 | 141.60 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 526 | 141.60 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 9 |
| 559 | 141.68 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 18 | 2 |
| 596 | 141.72 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 615 | 141.75 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
| 620 | 141.76 | temperature | 30.0 | 14400 | < th | dose independent | sin | 4 | NA |
| 630 | 141.77 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
| 655 | 141.81 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 7 | 6 |
| 661 | 141.82 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
| 677 | 141.85 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 8 | 5 |
| 727 | 141.92 | humidity | 70.0 | 14400 | > th | dose independent | sin | 8 | NA |
| 734 | 141.93 | temperature | 30.0 | 14400 | > th | dose independent | sin | 4 | NA |
| 753 | 141.95 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 3 | 8 |
| 795 | 142.00 | temperature | 25.0 | 14400 | > th | dose dependent | no | NA | NA |
| 801 | 142.01 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
| 839 | 142.07 | humidity | 70.0 | 14400 | < th | dose independent | sin | 7 | NA |
| 874 | 142.13 | humidity | 80.0 | 14400 | < th | dose dependent | sin | 9 | NA |
| 895 | 142.14 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
| 900 | 142.16 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
| 901 | 142.16 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 7 |
| 903 | 142.16 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 4 |
| 904 | 142.16 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 7 |
| 909 | 142.18 | wind | 3.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
| 943 | 142.25 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 13 | 23 |
| 946 | 142.26 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 4 |
| 972 | 142.29 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 4 |
| 980 | 142.29 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 4 |
| 985 | 142.31 | radiation | 1.0 | 1440 | > th | dose independent | sin | 5 | NA |
| 986 | 142.31 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 10 | 12 |
| 987 | 142.31 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 10 | 23 |
| 993 | 142.32 | radiation | 1.0 | 1440 | < th | dose independent | sin | 5 | NA |